Gérard Subsol, Ph.D. CNRS Research Associate 2D/3D visual data processing & modelling gerard.subsol@lirmm.fr Updated on 19/3/2024

Research-Team ICAR LIRMM - UMR 5506 LIRMM, Campus St Priest Bât. 5, CC 05016 860 rue de St Priest 34095 Montpellier cedex 5, France Phone : (+33) (0)4 67 41 86 94 Office : 3/064

Ph.D. thesis (1)

1995

• G. Subsol. "Construction automatique d'atlas anatomiques morphométriques à partir d'images médicales tridimensionnelles". Ph.D. thesis, Ecole Centrale de Paris, December 1995.

Journal special issue editor (2)

2000

• S. Richir, G. Subsol (eds.). Special issue Virtual Prototyping. International Journal of Design and Innovation Research, Vol. 2 No. 1, 2000. Draft papers are available on the Web site of International Scientific Workshop on Virtual Reality and Prototyping.

1999
• J. L. Dugelay, G. Subsol (eds.). Special issue Réalité Virtuelle. Traitement du Signal, Vol. 16 No. 1, June 1999.

International conference proceedings editor (7)

2005

• G. Subsol (ed.). Virtual Storytelling'05, Strasbourg (France), November/December 2005. Published as Vol. 3805 of Lecture Notes in Computer Science Series, Springer.

2003
• O. Balet, G. Subsol, P. Torguet (eds.). Virtual Storytelling'03, Toulouse (France), November 2003. Published as Vol. 2897 of Lecture Notes in Computer Science Series, Springer.

2002
• B. Mafart and H. Delingette with the collaboration of G. Subsol (eds.) Colloquium on Three-Dimensional Imaging in Paleoanthropology and Prehistoric Archaeology, Liège (Belgium), September 2001. Published as Vol. 1049 of British Archaeological Reports International Series, Archaeopress, 2002.

2001
• O. Balet, G. Subsol, P. Torguet (eds.). International Conference on Virtual Storytelling, Avignon (France), September 2001. Published as Vol. 2197 of Lecture Notes in Computer Science Series, Springer.

2000
• J. Tisseau, G. Subsol. First French-British International Workshop on Virtual Reality, Brest (France), July 2000.

1999
• G. Subsol (ed.). International Scientific Workshop on Virtual Reality and Prototyping, Laval (France), June 1999. (proceedings available on the Web site of the workshop).

1998
• E. Cuchet, G. Subsol (éds.). IEEE International Workshop on Model-Based 3D Image Analysis associated to the IEEE International Conference on Computer Vision, Mumbai (India), January 1998.

National conference proceedings editor (2)

1998

• J.L. Dugelay, G. Eude, G. Subsol (eds.). 6èmes Journées du GT Réalité Virtuelle, CNET/France Telecom, Issy-les-Moulineaux (France), March 1998.

1996
• O. Balet, R. Caubet, J.P. Jessel, G. Subsol. 5èmes Journées du GT Réalité Virtuelle, IRIT, Toulouse (France), October 1996. (proceedings available on the Web site of the workshop).

Book or book chapters (12)

2019

• J.L. Mari, F. Hetroy-Wheeler, G. Subsol. Geometric and Topological Mesh Feature Extraction for 3D Shape Analysis. Numerical Methods in Engineering Series, Vol. 3, December 2019. ISTE-Wiley.

• J. Dumoncel, A. Beaudet, J. Braga, G. Subsol, P. Jessel. "Le cerveau caché". Voir l'invisible, comprendre, agir, November 2019. Editions du Puits Fleuri.

• J. Dumoncel, G. Subsol, J. Braga, J.P. Jessel. "Numériser Explorer Archiver : Fouille virtuelle multi-échelles". Voir l'invisible - Comprendre - Agir, p.6-7, November 2019. Editions du Puits Fleuri.

• F. Hétroy-Wheeler, J.L. Mari, G. Subsol. "Géométrie et topologie pour les maillages 3D". J. Chalopin, P. Guillon (éd.), Informatique Mathématique - Une photographie en 2019, p.65-94, 2019. CNRS Editions.

2017
• J. Dumoncel, B. Lans, J. Braga, G. Subsol, J.P. Jessel, J.F. Thackeray, B. Moreno, N. Plate, F. de Beer, N. Ngoloy. "A computer-guided 3D multiscale reconstruction of the Kromdraai site". J. Braga, J.F. Thackeray (coord.), Kromdraai: A Birthplace of Paranthropus in the Cradle of Humankind , chapter 16, February 2017. AFRICAN SUN MeDIA. (e-book).

2016
• M. Jaeger, G. Subsol. "Modèles pour la représentation et la visualisation des plantes et des paysages". P. de Reffye, M. Jaeger, D. Barthélémy, F. Houllier (coord.), Architecture et croissance des plantes - Modélisation et applications, chapter 16, December 2016. QUAE. (e-book).

2011
• G. Quatrehomme, G. Subsol, S. Van Sint Jan. "La reconstruction faciale". J.P. Bauthier (ed.), Traité de médecine légale (2ème édition), Chap. 6, p. 691-729, August 2011. De Boeck.

2007
• J.P. Jessel, G. Subsol, B. Mafart. "La préhistoire en un clic". Voir l'invisible, p. 192-193, December 2007. Omniscience.

2005
• G. Quatrehomme, G. Subsol. "Classical Non Computer-Assisted Craniofacial Reconstruction". J. Clement, M. Marks (eds.), Computer-Graphic Facial Reconstruction, Chapter 2, p. 15-32, 2005. Academic Press.

• G. Subsol, G. Quatrehomme. "Automatic 3D Facial Reconstruction by Feature-Based Registration of a Reference Head". M. Marks, J. Clement (eds.), Computer-Graphic Facial Reconstruction, Chapter 5, p. 79-101, 2005. Academic Press.

1998
• G. Subsol. "Crest Lines for Curve Based Warping". A. Toga (ed.), Brain Warping, chapter 14, 241-262, October 1998. Academic Press.

1996
• H. Delingette, G. Subsol. "L'image dans la réalité virtuelle". Nouvelles Interfaces Homme-Machine, rapport de synthèse ARAGO 18. Observatoire Français des Techniques Avancées, p. 220-242, December 1996.

Journal papers (53)

2024

• M. Duraes, N. Briot, N. Connesson, G. Chagnon, Y. Payan, C. Duflos, G. Rathat, G. Captier, G. Subsol, C. Herlin. "Evaluation of breast skin and tissue stiffness using a non-invasive aspiration device and impact of clinical predictors". Clinical Anatomy (2022 Impact Factor=2.4). Vol. 37, Issue 3, p. 329-336, April 2024.

• J. Lilkendey, C. Barrelet, J. Zhang, M. Meares, H. Larbi, G. Subsol, M. Chaumont, A. Sabetian. "Herbivorous fish feeding dynamics and energy expenditure on a coral reef: Insights from stereo-video and AI-driven 3D tracking". Ecology and Evolution (2022 Impact Factor=2.6). Vol. 14, Issue 3, e11070, March 2024.

• A. Desoutter, G. Subsol, K. Bouchiha, I. Benmoumen, F. Cuisinier, M. Fages, D. Carayon. "Unified Protocol to Evaluate Intraoral Scanner Resolution, Trueness and Precision: the RTP-Protocol". Metrology and Measurement Systems (2022 Impact Factor=1.0). Available online in early access version. February 2024.

• A. Lamouroux, M. Cardoso, C. Bottero, M. Gallo, M. Duraes, J. Salerno, M. Bertrand, V. Rigau, F. Fuchs, E. Mousty, D. Genevieve, G. Subsol, C. Goze-Bac, G. Captier. "Micro-CT and high-field MRI for studying very early post-mortem human fetal anatomy at 8 weeks of gestation". Prenatal Diagnosis (2022 Impact Factor=3.0). Vol. 44, Issue 1, p. 3-14, January 2024.

2023
• L. Lemière, M. Jaeger, M. Gosme, G. Subsol. "Combinatorial maps, a new framework to model agroforestry systems". Plant Phenomics (2022 Impact Factor=6.5), Vol. 5, Article 0120. December 2023.

• H. Bonnefille, M. Abbas, P. Roger, F. Habib, F. Masset, M. Chaumont, G. Subsol, P.E. Stoebner. "A deep-learning algorithm to localize basal cell carcinoma foci on Mohs surgery frozen sections". Journal of the European Academy of Dermatology and Venereology (2022 Impact Factor=9.2), 37:e631-e632. January 2023.

2022
• J. Machicao, A. Ben Abbes, L. Meneguzzi, P.L.P. Corrêa, A. Specht, R. David, G. Subsol, D. Vellenich, R. Devillers, S. Stall, N. Mouquet, M. Chaumont, L. Berti-Equille, D. Mouillot. "Mitigation Strategies to Improve Reproducibility of Poverty Estimations From Remote Sensing Images Using Deep Learning". Earth and Space Science (2022 Impact Factor=3.1). Vol. 9, Issue 8, e2022EA002379, August 2022.

• M. Duraes, M. Akkari, C. Jeandel, B. Moreno, G. Subsol, C. Duflos, G. Captier. "Dynamic Three-Dimensional Virtual Environment to Improve Learning of Anatomical Structures". Anatomical Sciences Education (2022 Impact Factor=7.3). Vol. 15, Issue 4, p. 754-764. July/August 2022.

• A. Desoutter, G. Subsol, A. Sorgius, E. Fargier, H. Tassery, M. Fages, F. Cuisinier. "New method to analyze resolution acquisition for intraoral scanners". Metrology and Measurement Systems (2022 Impact Factor=1.0). Vol. 29, No. 2, p. 391-404, 2022.

2021
• B. Li, S. Zhou, A.P. Murray, G. Subsol. "Shape-changing chains for morphometric analysis of 2D and 3D, open or closed outlines". Scientific Reports (2021 2-year impact factor: 4.380). 11, article number 21479. November 2021.

• V. Favier, G. Subsol, M. Duraes, G. Captier, P. Gallet. "Haptic fidelity: the game changer in surgical simulators for the next decade?". Frontiers in Oncology (2021 Impact Factor=5.738). Vol. 11, Article 713343. August 2021.

• M. Akkari, G. Subsol, N. Zemiti, L. Lavenir, C. Farah, F. François, M. Mondain, G. Captier, P. Poignet, F. Venail. "Feasibility of Cochlear High-frequency Ultrasound and Microcomputed Tomography Registration for Cochlear Computer-assisted Surgery: A Testbed". Otology & Neurotology (2021 Impact Factor=2.619), Vol. 42, Issue 6, p. e779-e787. July 2021.

• L. Lavenir, N. Zemiti, M. Akkari, G. Subsol, F. Venail, P. Poignet. "HFUS Imaging of the Cochlea: A Feasibility Study for Anatomical Identification by Registration with MicroCT". Annals of Biomedical Engineering (2021 Impact Factor=4.219). 49, p. 1308–1317. May 2021.

• J. Dumoncel, G. Subsol, S. Durrleman, A. Bertrand, E. de Jager, A.C. Ottlé, Z. Lockhat, F.E. Suleman, A. Beaudet. "Are endocasts reliable proxies for brains? A 3D quantitative comparison of the extant human brain and endocast". Journal of Anatomy (2021 Impact Factor=2.921), Vol. 238, Issue 2, p. 480-488. February 2021.

• V. Favier, Y. Najaf, A. Damecourt, G. Subsol, G. Captier, J. Boetto, L. Crampette. "Three-dimensional printing to compare endoscopic endonasal surgical approaches: a technical note". Clinical Otolaryngology (2021 Impact Factor=2.729). Vol. 46, Issue 1, p. 106-109. January 2021.

2020
• S. Gauthier, G. Subsol, R. Bénière, W. Puech. "CAD-Driven Analysis and Beautification of Reverse Engineered Geometric Models". International Journal on Interactive Design and Manufacturing (IJIDeM), Vol. 14, Issue 4, p. 1211-1226. December 2020.

• S. Villon, D. Mouillot, M. Chaumont, G. Subsol, T. Claverie, S. Villéger. "A new method to control error rates in automated species identification with deep learning algorithms". Scientific Reports (2020 Impact Factor=4.379), 10, 10972, July 2020.

2019
• O. Landwerlin, M. Fages, G. Subsol. "A challenge in dental computerised photogrammetry". CAD/CAM International, Dental Tribune International. No 4, p. 30-40, November 2019.

• V. Favier, P. Gallet, G. Subsol, G. Captier. "Understanding the Biomechanical Properties of Skull Base Tissues is Essential for the Future of Virtual Reality Endoscopic Sinus and Skull Base Surgery Simulators". Clinical and Experimental Otorhinolaryngology (2019 Impact Factor=1.979), Correspondence. Vol. 12(2): 231-232, May 2019.

2018
• S. Villon, D. Mouillot, M. Chaumont, E.S. Darling, G. Subsol, T. Claverie, S. Villéger. "A Deep learning algorithm for accurate and fast identification of coral reef fishes in underwater videos". Ecological Informatics (2018 Impact Factor=2.310). Vol. 48, p. 238-244, November 2018.

• P. Borianne, G. Subsol, F. Fallavier, A. Dardou, A. Audebert. "GT-RootS: an integrated software for automated root system measurement from high-throughput phenotyping platform images". Computers and Electronics in Agriculture (2018 Impact Factor=3.171). Vol. 150, p. 328-342, July 2018.

• T. Bardol, G. Subsol, M.J. Perez, D. Genevieve, A. Lamouroux, B. Antoine, G. Captier, M. Prudhomme, M. Bertrand. "Three-dimensional computer-assisted dissection of pancreatic lymphatic anatomy on human fetuses: a step toward automatic image alignment". Surgical and Radiologic Anatomy (2018 Impact Factor=1.039). Vol. 40, Issue 5, p. 587-597, May 2018.

• A. Beaudet, J. Dumoncel, F. de Beer, S. Durrleman, E. Gilissen, A. Oettlé, G. Subsol, J.F. Thackeray, J. Braga. "The endocranial shape of Australopithecus africanus: surface analysis of the endocasts of Sts 5 and Sts 60". Journal of Anatomy (2018 Impact Factor=2.638). Vol. 232, Issue 2, p. 296-303, February 2018.

2017
• V. Favier, N. Zemiti, O. Caravaca Mora, G. Subsol, G. Captier, R. Lebrun, L. Crampette, M. Mondain, B. Gilles. "Geometric and mechanical evaluation of 3D-printing materials for skull base anatomical education and endoscopic surgery simulation - a first step to create reliable customized simulators". PloS One (2017 Impact Factor=2.766), 12(12): e0189486. December 2017.

• S. Gauthier, W. Puech, R. Bénière, G. Subsol. "Analysis of digitized 3D mesh curvature histograms for reverse engineering". Computers in Industry. Volume 92, p. 67-83, November 2017.

• G. Captier, A. Galeron, G. Subsol, M. Solinhac, T. Roujeau, N. Leboucq, C. Herlin. "Cerebrospinal fluid volume does not have etiological role in the incidence of positional skull deformities". Journal of Cranio-Maxillofacial Surgery (2017 Impact Factor=1.960). Vol. 45, Issue 9, p. 1387-1393. September 2017.

• A. Desoutter, O. Yusuf Solieman, G. Subsol, H. Tassery, F. Cuisinier, M. Fages. "Method to evaluate the noise of 3D intra-oral scanner". PloS One (2017 Impact Factor=2.766). 12(8): e0182206. August 2017. Data available at http://figshare.com/articles/Trios_0_degrees_or_1_test_9_stl/4868339.

• P. Borianne, G. Subsol, Y. Caraglio. "Automated efficient computation of crown transparency from tree silhouette images". Computers and Electronics in Agriculture (2017 Impact Factor=2.427), Vol. 133, p. 108-118, February 2017.

2016
• J. Pasquet, T. Desert, O. Bartoli, M. Chaumont, C. Delenne, G. Subsol, M. Derras, N. Chahinian. "Detection of manhole covers in high-resolution aerial images of urban areas by combining two methods". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Vol. 9, No. 5, p. 1802-1807, May 2016.

• C. Herlin, G. Subsol, B. Gilles, G. Captier, B. Chaput. "Three-dimensional surface imaging is not an enough for surgical simulation". Plastic and Reconstructive Surgery (2016 Impact Factor=3.843), Letter to the Editor. Vol. 137, Issue 1, p. 246e-247e., January 2016.

2015
• P. Kennel, P. Borianne, G. Subsol. "An automated method for tree-ring delineation based on active contours guided by DT-CWT complex coefficients in photographic images: application to Abies alba wood slice images". Computers and Electronics in Agriculture (2015 Impact Factor=1.892), Vol. 118, p. 204-214, October 2015. Supplementary material available at http://www.sciencedirect.com/science/article/pii/S0168169915002847.

• C. Herlin, A. Chica-Rosa, G. Subsol, B. Gilles, F. Macri, J.P. Beregi, G. Captier. "Three-dimensional study of the skin/subcutaneous complex using in vivo whole body 3 Tesla MRI: review of the literature and confirmation of a generic pattern of organisation". Surgical and Radiologic Anatomy (2015 Impact Factor=1.195), Vol. 37, Issue 7, p. 731-741, September 2015.

• V. Itier, N. Tournier, W. Puech, G. Subsol, J.P. Pedeboy. "Analysis of an EMST-based path for 3D meshes". Computer-Aided Design. Vol. 64, p. 22-32, July 2015.

• G. Subsol, B. Moreno, J.P. Jessel, J. Braga, L. Bruxelles, F. Thackeray, R. Clarke. "In situ 3D Digitization of the "Little Foot" Australopithecus skeleton from Sterkfontein". PaleoAnthropology. Vol. 2015, p. 44-53. Full text and video available at: http://www.paleoanthro.org/journal/volumes/2015/, 2015. A French translation is available as: L. Bruxelles, G. Subsol, B. Moreno, J.P. Jessel, J. Braga, F. Thackeray, R.J. Clarke. "Numérisation 3D in situ du squelette d'Australopithèque "Little Foot" à Sterkfontein, Afrique du Sud". Karstologia. No. 74, p. 1-6, 2014.

2014
• G. Brunel, P. Borianne, G. Subsol, M. Jaeger, Y. Caraglio. "Automatic Identification and Characterization of Radial Files in Light Microscopy Images of Wood". Annals of Botany (2014 Impact Factor=3.654), Vol. 114, Issue 4, p. 829-840, September 2014.

• J.C. Doucet, C. Herlin, M. Bigorre, C. Bäumler, G. Subsol, G. Captier. "Mandibular effects of maxillary distraction osteogenesis in cleft lip and palate". International Journal of Oral & Maxillofacial Surgery (2014 Impact Factor=1.565), Vol. 43, Issue 6, p. 702-707, June 2014.

2013
• J.C. Doucet, C. Herlin, M. Bigorre, C. Bäumler, G. Subsol, G. Captier. "Effects of growth on maxillary distraction osteogenesis in cleft lip and palate". Journal of Cranio-Maxillofacial Surgery (2013 Impact Factor=2.597), Vol. 41, Issue 8, p. 836–841, December 2013.

• R. Bénière, G. Subsol, G. Gesquière, F. Le Breton, W. Puech. "A Comprehensive Process of Reverse Engineering from 3D Meshes to CAD Models". Computer Aided Design, Vol. 45, No 11, p. 1382-1393, November 2013.

2012
• G. Subsol. "Le problème de la définition des repères 3D pour l’analyse morphométrique en anthropologie physique". Biométrie Humaine et Anthropologie, Tome 30, No 1-2, p. 37-45, June 2012.

2011
• R. Bénière, G. Subsol, G. Gesquière, F. Le Breton, W. Puech. "Décomposition d'un maillage triangulaire 3D en carreaux quadrangulés". Revue Électronique Francophone d’Informatique Graphique, Vol. 5, No. 1, p. 17–25, 2011.

2010
• J. Braga, F. Thackeray, G. Subsol, J.L. Kahn, D. Maret, J. Treil, A. Beck. "The enamel-dentine junction (EDJ) in the post-canine dentition of Australopithecus africanus (Sts 52): assessment of intra-individual metameric and antimeric variation". Journal of Anatomy (2010 Impact Factor=2.41), Vol. 216 Issue 1, p. 62-79, January 2010.

2007
• A. Largey, F. Bonnel, F. Canovas, G. Subsol, S. Chemouny, F. Banegas. "Three-dimensional Analysis of the Intrinsic Anatomy of the Metatarsal Bones". The Journal of Foot & Ankle Surgery (2007 Impact Factor=0.956), Vol. 46, No. 6, p. 434-441, November 2007.

• A. Largey, G. Subsol, J.P. Micallef, C. Cyteval, J.J. Barrault, F. Canovas, S. Chemouny, F. Banegas, F. Bonnel. "Analyse tridimensionnelle de la mobilité des métatarsiens lors de la mise en charge du pied". Médecine et Chirurgie du Pied, Vol. 23, No 1, p. 9-16, May 2007.

2004
• B. Mafart, G. Guipert, M.A. de Lumley, G. Subsol. "Three dimensional computer imaging of hominid fossils: a new step in human evolution studies". Canadian Association of Radiologists Journal (2004 Impact Factor=0.276), Vol. 55, No. 4, 264-270, October 2004.

2002
• D. Rey, G. Subsol, H. Delingette, N. Ayache. "Automatic Detection and Segmentation of Evolving Processes in 3D Medical Images: Application to Multiple Sclerosis". Medical Image Analysis, Vol. 6, No. 2, p. 163-179, June 2002.

2001
• S. Ourselin, A. Roche, G. Subsol, X. Pennec, N. Ayache. "Reconstructing a 3D structure from serial histological sections". Image and Vision Computing, Vol. 19, No. 1-2, p. 25-31, January 2001.

2000
• J. Ph. Thirion, S. Prima, G. Subsol, N. Roberts. "Statistical Analysis of Normal and Abnormal Dissymmetry in Volumetric Medical Images". Medical Image Analysis, Vol. 4, No. 2, p. 111-121, June 2000.

1999
• N. Ayache, G. Subsol. "Le cerveau en quatre dimensions". La Recherche, No. 320, p. 46-49, May 1999. Translated in Spanish: "El Cerebro in Cuatro Dimensiones". Mundo Científico, No. 203, p. 30-33, June-August 1999.

1998
• G. Subsol, J. Ph. Thirion, N. Ayache. "A general scheme for automatically building 3D morphometric anatomical atlases: application to a skull atlas". Medical Image Analysis, Vol. 2 No. 1, p. 37-60, March 1998.

1997
• A. Guimond, G. Subsol, J. Ph. Thirion. "Automatic MRI Database Exploration and Applications". International Journal of Pattern Recognition and Artificial Intelligence, Vol. 11, No. 8, p. 1345-1365, December 1997.

• G. Subsol, N. Roberts, M. Doran, J. Ph. Thirion. "Automatic Analysis of Cerebral Atrophy". Magnetic Resonance Imaging (1997 Impact Factor=1.277), Vol. 15, No. 8, p. 917-927, 1997.

• G. Quatrehomme, S. Cotin, G. Subsol, H. Delingette, Y. Garidel, G. Grévin, M. Fidrich, P. Bailet, A. Ollier. "A Fully Three-Dimensional Method for Facial Reconstruction Based on Deformable Models". Journal of Forensic Sciences (1997 Impact Factor=1.404), Vol. 42, No. 4, p. 649-652, July 1997.

1996
• G. Subsol, J.P. Thirion, N. Ayache. "Construction automatique d'atlas anatomiques morphométriques à partir d'images médicales tridimensionnelles : application à un atlas du crâne". Traitement du Signal, Vol. 13 No. 6, p. 651-674, 1996. The paper was selected at the conference Reconnaissance des Formes et Intelligence Artificielle for publication in this special issue.

International conference papers (79)

2023

• R. Jarry, M. Chaumont, L. Berti-Equille, G. Subsol. "Comparing Spatial and Spatio-Temporal Paradigms to Estimate the Evolution of Socio-Economical Indicators from Satellite Images". International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena (U.S.A.). p. 5790-5793, IEEE, July 2023.

• M. Gouttefarde, M. Rodriguez, C. Barrelet, P.E. Hervé, V. Creuze, J. Gorrotxategi, A. Oyarzabal, D. Culla, D. Sallé, O. Tempier, N. Ferrari, M. Chaumont, G. Subsol. "The Robotic Seabed Cleaning Platform: An Underwater Cable-Driven Parallel Robot for Marine Litter Removal". Sixth International Conference on Cable-Driven Parallel Robots, Nantes (France), June 2023. S. Caro, A. Pott, T. Bruckmann (eds). Cable-Driven Parallel Robots. CableCon 2023. Mechanisms and Machine Science, vol 132, p. 430–441, Springer, 2023. Supplementary videos available at https://youtu.be/1EVQm-0yyRY and https://youtu.be/16k3-Bp4FCI.

• S. Ducros, G. Subsol, M. Lafourcade, J.M. Barthélémy, W. Puech. "Movie character re-identification by agglomerative clustering of deep features". Imaging and Multimedia Analytics at the Edge 2023 - Electronic Imaging, p. 271-1-271-6, San Francisco (U.S.A.), January 2023.

2022
• C. Barrelet, M. Chaumont, G. Subsol, V. Creuze, M. Gouttefarde. "From TrashCan to UNO: Deriving an Underwater Image Dataset to Get a More Consistent and Balanced Version". 5th Workshop on Computer Vision for Analysis of Underwater Imagery (CVAIU), in conjunction with ICPR2022, Montreal (Canada), August 2022. Lecture Notes in Computer Science 13645, p. 1-12, Springer, 2023. UNO database and code avalaible at https://www.lirmm.fr/uno and https://github.com/CBarrelet/balanced_kfold.

2021
• H. Ruiz, M. Yedroudj, M. Chaumont, F. Comby, G. Subsol. "LSSD: a Controlled Large JPEG Image Database for Deep-Learning-based Steganalysis “into the Wild”". MultiMedia FORensics in the WILD - Workshop of the 25th International Conference on Pattern Recognition, Milan (Italy), January 2021. Lecture Notes in Computer Science 12666, p. 439-452, Springer, 2021. (video available in mp4 [24,342Kb]).

• H. Ruiz, M. Chaumont, M. Yedroudj, A. Oulad Amara, F. Comby, G. Subsol. "Analysis of the Scalability of a Deep-Learning Network for Steganography “Into the Wild”". MultiMedia FORensics in the WILD - Workshop of the 25th International Conference on Pattern Recognition, Milan (Italy), January 2021. Lecture Notes in Computer Science 12666, p. 439-452, Springer, 2021. (video available in mp4 [32,842Kb]).

• R. Jarry, M. Chaumont, L. Berti-Equille, G. Subsol. "Assessement of CNN-based Methods for Poverty Estimation from Satellite Images". 11th IAPR International Workshop on Pattern Recognition in Remote Sensing, Milan (Italy), January 2021. Lecture Notes in Computer Science 12667, p. 550-565, Springer, 2021. (video available in mp4 [28,741Kb]).

2019
• A. Zakaria, M. Chaumont, G. Subsol. "Pooled Steganalysis in JPEG: how to deal with the spreading strategy?". IEEE International Workshop on Information Forensics and Security (WIFS) (acceptance rate=31/103=30%), Delft (the Netherlands), December 2019.

• Y. Zegaoui, M. Chaumont, G. Subsol, P. Borianne, M. Derras. "Urban object classification with 3D Deep-Learning". Joint Urban Remote Sensing Event, Vannes (France), May 2019.

• A. Desoutter, O. Yusuf Solieman, G. Subsol, M. Fages, F. Cuisinier. "Method to approximate intra oral scanner noise and resolution". BiOS 2019 - Lasers in Dentistry XXV, SPIE 10857, San Francisco (USA), February 2019.

• S. Gauthier, W. Puech, R. Bénière, G. Subsol. "CAD-driven pattern recognition in reverse engineered models". 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), Vol. 1 (GRAPP), p. 244-254, Prague (Czech Republic), February 2019.

2018
• A. Zakaria, M. Chaumont, G. Subsol. "Quantitative and Binary Steganalysis in JPEG: a Comparative Study". 26th European Signal Processing Conference (EUSIPCO 2018), p. 1422-1426, Rome (Italy), September 2018.

• M. Morand, O. Comas, G. Subsol, C. Fiorio. "Automatic extraction of a piecewise symmetry surface of a 3D mesh: application to scoliosis". Workshop on Shape in Medical Imaging (ShapeMI), International Conference on Medical Image Computing & Computer-Assisted Intervention (MICCAI), Granada (Spain), September 2018. Lecture Notes in Computer Science 11167, p. 147-159, Springer, 2018.

• M. Morand, O. Comas, C. Fiorio, G. Subsol. "Automatic extraction of the 3D symmetry line of back surface: application on scoliotic adolescents". IEEE Engineering in Medicine and Biology Conference, p. 4118-4121, Honolulu (U.S.A.), July 2018.

• S. Gauthier, W. Puech, R. Bénière, G. Subsol. "Orientation Beautification of Reverse Engineered Models". 13th International Conference on Computer Graphics theory and Applications - GRAPP / VISIGRAPP (acceptance rate for full papers=22%), Funchal, Madeira (Portugal), January 2018.

2017
• L. Pibre, M. Chaumont, G. Subsol, D. Ienco, M. Derras. "How to Deal with Multi-source Data for Tree Detection Based on Deep Learning". Fifth IEEE Global Conference on Signal and Information Processing (GlobalSIP). Montreal (Canada), November 2017.

• A. Ben Makhlouf, B. Louhichi, M.A. Mahjoub, G. Subsol. "Approach for CAD model Reconstruction from a deformed mesh". 14th International Conference on Computer Systems and Applications (acceptance rate for main track=25%), Hammamet, (Tunisia), October 2017.

• B. Commandré, N. Chahinian, J.S. Bailly, M. Chaumont, G. Subsol, F. Rodriguez, M. Derras, L. Deruelle, C. Delenne. "Automatic reconstruction of urban wastewater networks based on uncertain manhole cover locations". 14th IWA/IAHR International Conference on Urban Drainage, p. 2345-2352, Prague (Czech Republic), September 2017.

• B. Moreau, B. Gilles, E. Jolivet, P. Petit, G. Subsol. "A new metric for statistical analysis of rigid transformations: application to the rib cage". 6th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Quebec City (Canada), September 2017. Lecture Notes in Computer Science 10551, p. 114-124, Springer, Septembre 2017.

• S. Gauthier, W. Puech, R. Bénière, G. Subsol. "Digitized 3D mesh segmentation based on curvature analysis". 3D Image Processing, Measurement (3DIPM), and Applications / Electronic Imaging 2017, Volume 2017, Number 20, p. 33-38(6), Burlingame (U.S.A.), January 2017.

2016
• P. Borianne, G. Subsol, A. Audebert. "Automated Characterization of the Mature Root System Form by a Double-Quadrangle-Shaped Polygon". IEEE International Conference on Functional-Structural Plant Growth Modeling, Simulation, Visualization and Applications, p. 6-15, IEEE, Qingdao, (China), November 2016.

• S. Villon, M. Chaumont, G. Subsol, S. Villéger, T. Claverie, D. Mouillot. "Coral reef fish detection and recognition in underwater videos by supervised machine learning: Comparison between Deep Learning and HOG+SVM methods". Advanced Concepts for Intelligent Vision Systems (acceptance rate=(36+28)/137=47%), Lecture Notes in Computer Science 10016, p. 160-171, Springer, Lecce, (Italia), October 2016.

• J. Pasquet, M. Chaumont, G. Subsol, M. Derras. "Speeding-up a Convolutional Neural Network by Connecting an SVM Network". IEEE International Conference on Image Processing (acceptance rate about 45%), p. 2286-2290, IEEE, Phoenix (U.S.A.), September 2016.

• B. Li, A.P. Murray, D.H. Myszka, G. Subsol. "Synthesizing Planar Rigid-Body Chains for Morphometric Applications". ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Charlotte (U.S.A.), August 2016.

• J. Dumoncel, G. Subsol, S. Durlemann, J.P. Jessel, A. Beaudet, J. Braga. "How to build an average model when samples are variably incomplete? Application to fossil data". 7th International Workshop on Biomedical Image Registration - IEEE Conference on Computer Vision and Pattern Recognition Workshop, p. 541-548, IEEE, July 2016, Las Vegas (U.S.A.).

• J. Pasquet, G. Subsol, M. Derras, M. Chaumont. "Optimizing color information processing inside an SVM network". IS&T International Symposium on Electronic Imaging, Visual Information Processing and Communication Conference, p. VIPC-243.1-243.1-6 San Francisco (U.S.A.), February 2016.

2015
• A. Kharboutly, W. Puech, G. Subsol, D. Hoa. "Advanced Sensor Noise Analysis for CT-Scanner Identification from its 3D Images". 5th International Conference on Image Processing Theory, Tools and Applications, IPTA'15, IEEE, p. 325-330, Orléans (France), November 2015.

• J. Pasquet, M. Chaumont, G. Subsol, M. Derras. "An Efficient Multi-Resolution SVM Network Approach for Object Detection in Aerial Images". IEEE International Workshop on Machine Learning for Signal Processing (acceptance rate=50%), Boston (U.S.A.), September 2015.

• A. Kharboutly, W. Puech, G. Subsol, D. Hoa. "Improving Sensor Noise Analysis for CT-Scanner Identification". European Signal Processing Conference (EUSIPCO) (acceptance rate=(458+143)/more than 900 submissions), p. 2456-2460, IEEE, Nice (France), August 2015.

• J. Pasquet, T. Desert, O. Bartoli, M. Chaumont, C. Delenne, G. Subsol, M. Derras, N. Chahinian. "Detection of manhole covers in high-resolution aerial images of urban areas by combining two methods". Joint Urban Remote Sensing Event, Lausanne (Switzerland), March 2015.

2014
• A. Kharboutly, W. Puech, G. Subsol, D. Hoa. "CT-Scanner Identification Based on Sensor Noise Analysis". 5th European Workshop on Visual Image Processing (EUVIP), IEEE, Paris (France), December 2014.

• C. Herlin, B. Gilles, G. Subsol, G. Captier. "Generic 3D Geometrical and Mechanical Modeling of the Skin/Subcutaneous Complex by a Procedural Hybrid Method". 6th International Symposium on Biomedical Simulation, Lecture Notes in Computer Science 8789, p. 173-181, Springer, Strasbourg (France), October 2014. Best Paper Award.

• P. Borianne, G. Subsol. "Fast semi-supervised segmentation of in-situ tree color images". International Conference on Image and Signal Processing, Cherbourg (France), June 2014, Lecture Notes in Computer Science 8509, p. 161-172, Springer.

2013
• M. Chaumont, L. Tribouillard, G. Subsol, F. Courtade, J. Pasquet, M. Derras. "Automatic localization of tombs in aerial imagery: application to the digital archiving of cemetery heritage". Digital Heritage International Congress, p. 657-660, Vol. 1, IEEE, Marseille (France), October 2013.

• A. Quatrehomme, I. Millet, D. Hoa, G. Subsol, W. Puech. "Assessment of an Automatic System Classifying Hepatic Lesions on Multi-Phase Computer Tomography Images". 21st European Signal Processing Conference, Marrakech (Marocco), September 2013.

• M. Pinto, W. Puech, G. Subsol. "Protection of JPEG Compressed E-Comics by Selective Encryption". IEEE International Conference on Image Processing, p. 4588-4592, Melbourne (Australia), September 2013.

• G. Brunel, P. Borianne, G. Subsol, M. Jaeger, Y. Caraglio. "Defining reliability coefficients in an automated method of identification and characterization of radial files in microscopic images of gymnosperms". 7th International Conference on Functional–Structural Plant Models, R. Sievänen, E. Nikinmaa, C. Godin, A. Lintunen, P. Nygren (Eds.), Saariselkä (Finland), June 2013.

• G. Brunel, P. Borianne, G. Subsol, M. Jaeger. "Simple-graph fusion in image mosaic. Application to automated cell file identification in wood slices.". 18th Scandinavian Conference on Image Analysis, Espoo (Finland), June 2013. Lecture Notes in Computer Science 7944, J.K. Kämäräinen, M. Koskela (Eds.), p. 34-43, Springer, 2013.

2012
• A. Quatrehomme, I. Millet, D. Hoa, G. Subsol, W. Puech. "Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans". Workshop on Medical Content-based Retrieval for Clinical Decision Support (MCBR-CDS), Nice (France), October 2012, Lecture Notes in Computer Science 7723, p. 80-91, Springer, 2013.

• E. Gioan, K. Sol, G. Subsol. "A combinatorial method for 3D landmark-based morphometry: application to the study of coronal craniosynostosis". 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Nice (France), October 2012, Lecture Notes in Computer Science 7512, p. 533–541, Springer, 2012. Video available at http://www.youtube.com/watch?v=xKlNN2K8fNY.

• G. Brunel, P. Borianne, G. Subsol, M. Jaeger, Y. Caraglio. "Automatic characterization of the cell organization in light microscopic images of wood: application to the identification of the cell file". IEEE 4th International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications, p. 58-65, Shanghai (China), October 2012.

• R. Bénière, G. Subsol, G. Gesquière, F. Le Breton, W. Puech. "Topology Reconstruction for B-Rep Modeling from 3D Mesh in Reverse Engineering Applications". 3D Image Processing (3DIP) and Applications II, SPIE Electronic Imaging, A.M. Baskurt, R. Sitnik (eds.), SPIE Vol. 8290, San Francisco (U.S.A.), January 2012.

• N. Tournier, W. Puech, G. Subsol, J.P. Pedeboy. "3D Multi-Resolution Synchronization Scheme Based on Feature Point Selection". 3D Image Processing (3DIP) and Applications II, SPIE Electronic Imaging, A.M. Baskurt, R. Sitnik (eds.), SPIE Vol. 8290, San Francisco (U.S.A.), January 2012.

2011
• P. Borianne, R. Pernaudat, G. Subsol. "Automated Delineation of Tree-Rings in X-Ray Computer Tomography Images of Wood". IEEE International Conference on Image Processing, Brussels (Belgium), p. 445-448, September 2011.

• E. Gioan, K. Sol, G. Subsol. "Orientations of Simplices Determined by Orderings on the Coordinates of their Vertices". 23rd Canadian Conference on Computational Geometry (CCCG'11), Toronto (Canada), p. 187-192, August 2011. A longer version is available at arXiv:1602.01641.

• A. Quatrehomme, D. Hoa, G. Subsol, W. Puech. "Content-Based Computer Tomography Image Retrieval on a Whole-Body Anatomical Reference Set: Methods and Preliminary Results". 2nd International Workshop on Medical Image Analysis and Description for Diagnosis Systems - MIAD 2011, Rome (Italy), p. 52-61, January 2011.

• N. Tournier, G. Subsol, W. Puech, J.P. Pedeboy. "3D Data Hiding for Enhancement and Indexation on Multimedia Medical Data". 2nd International Workshop on Medical Image Analysis and Description for Diagnosis Systems - MIAD 2011, Rome (Italy), p. 43-51, January 2011.

• R. Bénière, G. Subsol, G. Gesquière, F. Le Breton, W. Puech. "Recovering Primitives in 3D CAD meshes". Three-Dimensional Imaging, Interaction, and Measurement, SPIE Electronic Imaging, Vol. 7864, p. 78640R-1-8640R-9, San Francisco (U.S.A.), January 2011.

• N. Tournier, W. Puech, G. Subsol, J.P. Pedeboy. "Finding Robust Vertices for 3D Synchronization Based on Euclidean Minimum Spanning Tree". Three-Dimensional Imaging, Interaction, and Measurement, SPIE Electronic Imaging, Vol. 7864, p. 78640W-1-78640W-7, San Francisco (U.S.A.), January 2011.

2010
• G. Subsol, P. Bourdin, F. Duranthon, J. Braga. "3D digitizing and visualizing a prehistoric portable art object: a 12,000 years old bâton percé". A. Artusi, M. Joly-Parvex, G. Lucet, A. Ribes, D. Pitzalis (eds.). 11th International Symposium on Virtual Reality, Archaeology and Cultural Heritage (VAST), p. 41-44, Paris, September 2010.

• P. Kennel, G. Subsol, M. Guéroult, P. Borianne. "Automatic Identification of Cell Files in Light Microscopic Images of Conifer Wood". International Conference on Image Processing Theory, Tools and Applications, p. 98-103, Paris (France), July 2010.

• R. Bénière, G. Subsol, W. Puech, G. Gesquière, F. Le Breton. "Decomposition of a 3D Triangular Mesh into Quadrangulated Patches". 5th International Conference on Computer Graphics Theory and Applications (GRAPP), p. 96-103, Angers (France), May 2010.

• N. Tournier, W. Puech, G. Subsol, J.P. Pedeboy. "Sensitivity analysis of Euclidean minimum spanning tree". 3D Image Processing (3DIP) and Applications, SPIE Electronic Imaging, Vol. 7526, p. 75260G-1- 75260G-10, San Jose (U.S.A.), January 2010.

2009
• K. Hayat, W. Puech, G. Gesquière, G. Subsol. "3D Facial Visualization through Adaptive Spread Spectrum Synchronous Scalable (A4S) Data Hiding". IEEE International Conference on Image Processing, p. 2473-2476, Cairo (Egypt), November 2009.

• K. Hayat, W. Puech, G. Subsol, G. Gesquière. "JPEG2000-Based Data Hiding To Synchronously Unify Disparate Facial Data for Scalable 3D Visualization". W.K. Leow, F. Ding, H. Li, D. Racoceanu (eds.), Singaporean-French IPAL Symposium, p. 22-34, Singapore, February 2009.

2006
• C. Delaval, L. Maerten, G. Subsol, J.P. Micallef, P. Goudot, J. Yachouh, F. Maerten, S. Chemouny. "A 3D computer-assisted method for the strategy and assessment of therapy of the weakened mandible". Computer Aided Radiology and Surgery / 12th Computed Maxillofacial Imaging Congress, Osaka (Japan), June/July 2006. Published in the International Journal of Computer Assisted Radiology and Surgery, Springer, Vol.1, Supp.1, p. 433-435, June 2006.

2004
• Q. Borderie, P. Torguet, G. Subsol, H. de Lumley, B. Mafart, A. Vigouroux, J.P. Jessel. "3D Modeling of Paleolithic Tools". Workshop on Archaeology and Computers, Vienna (Austria), November 2004.

• J.C. Thomas, G. Subsol, H. de Lumley, V. Pois, B. Mafart, J.P. Jessel, P. Torguet. "3D Visualisation and interaction with a Paleolithic database". Workshop on Archaeology and Computers, Vienna (Austria), November 2004.

2003
• G. Guipert, G. Subsol, J.P. Jessel, H. Delingette, B. Mafart. "The FOVEA Project: a New Look at Human Past". 9th International Conference on Virtual Systems and Multimedia, Montreal (Canada), October 2003.

• R. de Mori, F. Béchet, G. Subsol, D. Massonié. "Dynamic Scheduling of Decoding Processes for Directory Assistance". IEEE International Conference of Acoustics, Speech and Signal Processing, I - 348-351, Hong Kong, April 2003.

2002
• F. Béchet, R. de Mori, G. Subsol. "Dynamic Generation of Proper Name Pronunciations for Directory Assistance". IEEE International Conference of Acoustics, Speech and Signal Processing, I - 745-748, Orlando (U.S.A.), May 2002.

2001
• F. Béchet, R. de Mori, G. Subsol. "Very Large Vocabulary Proper Name Recognition for Directory Assistance". IEEE Workshop on Automatic Speech Recognition and Understanding, p. 222-225, Madonna di Campiglio (Italy), December 2001.

• G. Subsol, B. Mafart, A. Silvestre, M.A. de Lumley. "3D Image Processing for the Study of the Evolution of the Shape of the Human Skull: Presentation of the Tools and Preliminary Results". XIV International Congress of Prehistoric and Protohistoric Science, Liège (Belgium), September 2001. Abstract p. 22 in preprints, full text in: B. Mafart and H. Delingette with the collaboration of G. Subsol (eds.) Three-Dimensional Imaging in Paleoanthropology and Prehistoric Archaeology, British Archaeological Reports International Series 1049, p. 37-45, 2002.

• G. Odin, G. Quatrehomme, G. Subsol, H. Delingette, B. Mafart, M.A. de Lumley. "Comparison of a Three-Dimensional and a Computerized-Assisted Method for Cranio-facial Reconstruction: Application to the Tautavel Man". XIV International Congress of Prehistoric and Protohistoric Science, Liège (Belgium), September 2001. Abstract p. 23 in preprints, full text in B. Mafart and H. Delingette with the collaboration of G. Subsol (eds.) Three-Dimensional Imaging in Paleoanthropology and Prehistoric Archaeology, British Archaeological Reports International Series 1049, p. 67-69, 2002.

1999
• S. Ourselin, A. Roche, G. Subsol, X. Pennec. "Automatic alignment of histological sections". F. Pernus, S. Kovacic, H. Siegfried Stiehl, M.A. Viergever (eds.), International Workshop on Biomedical Image Registration, p. 1-13, Bled (Slovenia), August 1999.

• D. Rey, G. Subsol, H. Delingette, N. Ayache. "Automatic detection and segmentation of evolving processes in 3D medical images: application to multiple sclerosis". A. Kuba, M. Sàmal, A. Todd-Pokropek (eds.), XVIth International Conference on Information Processing in Medical Imaging, Lecture Notes in Computer Science 1613, p. 154-167, Springer, Visegràd (Hungary), June 1999.

1998
• S. Prima, J. Ph. Thirion, G. Subsol, N. Roberts. "Automatic Analysis of Normal Brain Dissymmetry of Males and Females in MR images". W. M. Wells, A. Colchester, S. Delp (eds.), First International Conference on Medical Image Computing and Computer-Assisted Intervention, Lecture Notes in Computer Science 1496, p. 770-779, Cambridge, Massachusetts (U.S.A.), October 1998. Springer.

• J. Ph. Thirion, S. Prima, G. Subsol, N. Roberts. "Statistical Analysis of Normal and Abnormal Dissymmetry in Volumetric Medical Images". B. Vemuri (ed.), IEEE Workshop on Biomedical Image Analysis, p. 74-83, Santa Barbara (U.S.A.), June 1998.

1997
• A. Guimond, G. Subsol, J. Meunier, J. Ph. Thirion. "Automatic Exploration and Morphometry/Morphology Assessment of Medical Image Databases". K. M. Hansen (eds), Medical Imaging/Image Processing, p. 659-670, Newport Beach (U.S.A.), April 1997, SPIE.

• A.C.F. Colchester, J. Zhao, N. Dorward, G. Subsol, D.G.T. Thomas. "Comparison of Phantom Target Localisation by Frame-Based Stereotaxy and by the VISLAN System". J. Troccaz, E. Grimson, R. Mösges (eds.), CVRMed/MRCAS, Lecture Notes in Computer Science 1205, p. 201-210, Grenoble (France), March 1997. Springer.

1996
• J.P. Thirion, G. Subsol, D. Dean. "Cross Validation of Three Inter-Patients Matching Methods". K. H. Höhne et R. Kikinis (eds.), Visualization in Biomedical Computing, Lecture Notes in Computer Science 1131, p. 327-336, Hamburg (Germany), 1996. Springer.

• G. Subsol, J.P. Thirion, N. Ayache. "Application of an Automatically Built 3D Morphometric Brain Atlas: Study of Cerebral Ventricle Shape". K. H. Höhne and R. Kikinis (eds.), Visualization in Biomedical Computing, Lecture Notes in Computer Science 1131, p. 373-382, Hamburg (Germany), 1996. Springer.

• G. Subsol, J. Ph. Thirion, N. Ayache. "A General Scheme for Automatically Building 3D Morphometric Anatomical Atlases: application to a Skull and a Brain Atlas". 16th L.A.S.R. Workshop Image Fusion And Shape Variability Techniques, p. 115-122, Leeds (U.K.), July 1996.

• G. Subsol, J. Ph. Thirion, N. Ayache. "Some applications of an automatically built 3D morphometric skull atlas". H. Lemke, K. Inamura, A. Farman and F. Vannier (eds.), Computer Assisted Radiology, p. 339-344, Paris (France), 1996.

1995
• J. Declerck, G. Subsol, J. Ph. Thirion, N. Ayache. "Automatic retrieval of anatomical structures in 3D medical images". N. Ayache (ed.), Computer Vision, Virtual Reality and Robotics in Medicine'95, Lecture Notes in Computer Science 905, p. 153-162, Nice (France), 1995. Springer.

• G. Subsol, J. Ph. Thirion, N. Ayache. "A General Scheme for Automatically Building 3D Morphometric Anatomical Atlases: application to a Skull Atlas". Medical Robotics and Computer Assisted Surgery, p. 226-233, Baltimore (U.S.A.), 1995.

1994
• G. Subsol, J. Ph. Thirion, N. Ayache. "Non-Rigid Registration for Building 3D Anatomical Atlases". 12th International Conference on Pattern Recognition, I, p. 576-578, IAPR, Jerusalem (Israel), October 1994.

• H. Delingette, G. Subsol, S. Cotin, J. Pignon. "A Craniofacial Surgery Simulation Testbed". Richard A. Robb (eds.), Visualization in Biomedical Computing, 2359 SPIE, p. 607-618, Rochester, Minnesota (U.S.A.), October 1994.

• G. Subsol, J. Ph. Thirion, N. Ayache. "Steps Towards Automatic Building of Anatomical Atlases". Richard A. Robb (eds.), Visualization in Biomedical Computing, 2359 SPIE, p. 435-446, Rochester, Minnesota (U.S.A.), October 1994.

International conference abstracts/posters (44)

2023

• J. Lilkendey, C. Barrelet, M. Chaumont, H. Larbi, M. Meares, A. Sabetian, G. Subsol, J. Zhang. "Assessing ecosystem functioning through 3D AI-enhanced fish tracking: A Red Sea Case Study". 11th Indo-Pacific Fish Conference and Annual Conference of the Australian Society for Fish Biology, Auckland (New Zealand), November 2023. Video available at https://www.youtube.com/watch?v=xn2DFuAopzg.

2022
• L. Lemière, M. Gosme, G. Subsol, M. Jaeger. "FSPM applied to agroforestry system co-design". 7th International Symposium on Plant Growth Modeling, Simulation, Visualization, and Applications (PMA2022), October 2022.

• L. Lemiere, M. Jaeger, G. Subsol, M. Gosme. "Graphs theory applied to agroforestry system design". 5th World Congress on Agroforestry, Québec City (Canada), July 2022.

• A. Ben Abbes, J. Machicao, L. Meneguzzi, P.L.P. Corrêa, A. Specht, R. David, G. Subsol, D. Vellenich, R. Devillers, S. Stall, N. Mouquet, M. Chaumont, L. Berti-Equille, D. Mouillot. "Checklist Strategies to Improve the Reproducibility of Deep Learning Experiments with an Illustration". Research Data Alliance 19th Plenary meeting, June 2022, Seoul (Republic of Korea).

• J. Machicao, A. Ben Abbes, L. Meneguzzi, P.L.P. Corrêa, A. Specht, R. David, G. Subsol, D. Vellenich, R. Devillers, S. Stall, N. Mouquet, M. Chaumont, L. Berti-Equille, D. Mouillot. "Reproducing Deep Learning experiments: common challenges and recommendations for improvement". Research Data Alliance 19th Plenary meeting, June 2022, Seoul (Republic of Korea).

2021
• T. Claverie, M. Chaumont, K. Godary Dejean, A. Hereau, L. Lapierre, S. Louis, M. Maslin, D. Mouillot, G. Subsol, S. Villéger, S. Villon. "Coupling underwater autonomous vehicles and automatic video analysis for efficient monitoring of coral reef ecosystems: promises and challenges". ICRS 2020 - 14th International Coral Reef Symposium, Bremen (Germany), July 2021. (video available here).

• L. Lemière, M. Jaeger, G. Subsol, M. Gosme. "Augmented reality for agroforestry system design". 5th European Agroforestry Conference, Nuoro, Sardinia (Italy), Online Event, May 2021. (video available in mp4 [42,780Kb]).

2020
• V. Serantoni, N. Faraj, G. Subsol, E. Rondet, L. Ollier, G. Captier, F. Jourdan, V. Favier. "In-situ tensile test under microtomography to characterize mechanical behavior of ethmoid bone: a preliminary study". 45ème Congrès de la Société de Biomécanique, Metz (France), October 2020. Abstract published in Computer Methods in Biomechanics and Biomedical Engineering, 23:sup1, S279-S281, 2020.

2019
• B. Li, A.P. Murray, D.H. Myszka, G. Subsol. "2D Shape Analysis of Mandible Outlines in Fossil Hominins Utilizing Synthesis Techniques from Planar Mechanism Design ". Sixth International Symposium on Biological Shape Analysis (ISBSA), Boulogne sur Mer (France), June 2019.

2018
• S. Villon, D. Mouillot, M. Chaumont, E. Darling, G. Subsol, T. Claverie, S. Villéger. "A deep learning algorithm for automatic identification of coral reef fish species on images". World Conference on Marine Biodiversity, Montreal (Canada), May 2018. Abstract published in PeerJ Preprints 6:e26818v1. 1st prize for best poster presentation.

2017
• C. Delenne, N. Chahinian, J.S. Bailly, S. Bringay, B. Commandré, M. Chaumont, M. Derras, L. Deruelle, M. Roche, F. Rodriguez, G. Subsol, M. Teisseire. "Cart’Eaux: an automatic mapping procedure for wastewater networks using machine learning and data mining". American Geophysical Union Fall Meeting, New Orleans (U.S.A.), December 2017.

• M. Morand, O. Comas, C. Fiorio, G. Subsol. "A robust method to compute the 3D symmetry line and the torsion of the human back surface: application to scoliosis". Surgetica, p. 55-57, Strasbourg (France), November 2017.

• A. Lamouroux, D. Geneviève, F. Fuchs, V. Letouzey, G. Subsol, G. Captier. "Fetal enhanced tridimensional and translational anatomical landscape: FETTAL Project". 27th World Congress on Ultrasound in Obstetrics and Gynecology, Vienna (Austria), September 2017. Abstract published in Ultrasound in Obstetrics & Gynecology, Vol. 50-51, p. 37, September 2017.

• B. Moreau, E. Jolivet, B. Gilles, P. Petit, G. Subsol. "Method to build a statistical model of the rib cage mixing multiple bone pose and shape for crash biomechanics". 23rd Congress of the European Society of Biomechanics. Sevilla (Spain), July 2017.

• L. Pibre, M. Chaumont, G. Subsol, D. Ienco, M. Derras. "Detection of Urban Trees in Multiple-Source Aerial Data (Optical, Infrared DSM)". PhD/MS Forum, 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans (U.S.A.), March 2017.

2016
• A. Beaudet, J. Dumoncel, F. De Beer, S. Durrleman, E. Gilissen, J. Hoffman, A. Oettlé, G. Subsol, J.F. Thackeray, J. Braga. "Morphoarchitectural variation in the extant human endocast". 6th Annual Meeting of the European Society for the study of Human Evolution, p. 46, September 2016, Madrid (Spain).

• C. Zanolli, M. Cantaloube, P. Bayle, L. Bondioli, J. Dumoncel, S. Durrleman, J.P. Jessel, G. Subsol, R. Macchiarelli. "Innovative approaches to quantify and statistically compare tooth enamel thickness distribution". 6th Annual Meeting of the European Society for the study of Human Evolution, p. 251, September 2016, Madrid (Spain).

• A. Beaudet, J. Dumoncel, F. de Beer, S. Durrleman, E. Gilissen, A. Oettlé, G. Subsol, F. Thackeray, J. Braga. "Early hominin brain evolution: extracting paleoneurological evidence from the fossil record". 19th Biennial Meeting of the Palaeontological Society of Southern Africa, July 2016, Stellenbosch (South Africa).

2015
• M. Akkari, B. Moreno, G. Subsol, F. Canovas, G. Captier. "4D (3D+t) virtual dissection of the neck based on surface laser scanning: a new tool for Anatomy learning and Surgical training". International Congress of Clinical Anatomy, Rouen (France), June 2015.

2014
• A. Beaudet, J. Dumoncel, J.F. Thackeray, S. Durrleman, G. Subsol, J.P. Jessel, J. Braga. "Identification of Homo-like Features in Virtually Rendered South African Australopiths Endocasts". The African Human Fossil Record, Toulouse (France), September 2014.

• J. Dumoncel, S. Durrleman, J. Braga, J.P. Jessel, G. Subsol. "Using a landmark-free 3D method to compare fossil hominins and hominids based on endocranium and EDJ shapes". 83th Annual Meeting of the American Association of Physical Anthropologists, Calgary (Canada), April 2014. Abstract published in American Journal of Physical Anthropology, Vol. 153, Issue S58, p. 110, 2014.

2013
• G. Subsol, B. Gilles, G. Gesquière, J. Braga. "Automatic segmentation of 3D high-resolution image by deformable models". Imaging with Radiation, 1st South African Biennial Conference, Broederstroom (South Africa), September 2013.

• G. Subsol, W. Puech, A. Saillant, J. Braga. "3D image watermarking for protecting µ-CT data exchange". Imaging with Radiation, 1st South African Biennial Conference, Broederstroom (South Africa), September 2013.

• S. Prima, G. Subsol, J. Braga, J.F. Garamendi, B. Combès, J. Dumoncel, D. Falk. "Comparison of endocranial and ectocranial “symmetry planes” and application to the virtual reconstruction of hominid fossils". 82th Annual Meeting of the American Association of Physical Anthropologists, Knoxville (U.S.A.), April 2013. Abstract published in American Journal of Physical Anthropology, Vol. 150, Issue S56, p. 225, 2013.

• G. Subsol, S. Canu, B. Gilles, J. Braga, S. Cotin, F. Thackeray. "3D retrodeformation of paleoanthropological fossils based on biomechanical simulation". 82th Annual Meeting of the American Association of Physical Anthropologists, Knoxville (U.S.A.), April 2013. Abstract published in American Journal of Physical Anthropology, Vol. 150, Issue S56, p. 266-267, 2013.

2012
• J.C. Doucet, C. Herlin, M. Bigorre, G. Subsol, G. Captier. "Long Term Mandibular Effects of Maxillary Distraction Osteogenesis in Cleft Lip and Palate". 21st Congress of the European Association for Cranio-Maxillo-Facial Surgery, p. 54, Dubrovnik (Croatia), September 2012.

• G. Subsol, P. Dalous, F. Duranthon, B. Moreno, S. Cotin, J. Braga, J.P. Jessel. "A 3D biomechanical simulation of a fossilization process of a bony structure - New perspectives for the retrodeformation of paleo-anthropological fossils". 81th Annual Meeting of the American Association of Physical Anthropologists, Portland (U.S.A.), April 2012. Abstract published in American Journal of Physical Anthropology, Vol. 147, Issue S54, p. 280-281, 2012.

2011
• G. Captier, S. Charbonnel, G. Subsol, C. Herlin, F. Banegas, S. Chemouny. "Growth of the PetroMastoid V and its application in the cranial deformations without synostosis". XIV International Society of Cranio-Facial Surgery 2011 Biennial International Congress, Livingstone (Zambia), August-September 2011.

• J. Braga, M. Fournier, B. Combès, D. Descouens, G. Subsol, V. Pereda-Loth, S. Prima. "Evolutionary perspective of bony labyrinths in humans, chimpanzees and baboons: high resolution three-dimensional comparisons". 80th Annual Meeting of the American Association of Physical Anthropologists, Minneapolis (U.S.A.), April 2011. Abstract published in American Journal of Physical Anthropology, p. 96, Vol. 144 Issue S52, 2011.

• B. Combès, M. Fournier, J. Braga, G. Subsol, A. Balzeau, E. Gilissen, F. Thackeray, S. Prima. "Automatic, landmark-free quantification of 3D endocranial asymmetries in extant and fossil species: new insights into paleoneurology". 80th Annual Meeting of the American Association of Physical Anthropologists, Minneapolis (U.S.A.), April 2011. Abstract published in American Journal of Physical Anthropology, p. 111, Vol. 144 Issue S52, 2011.

• D. Falk, J. Braga, B. Combès, G. Subsol, S. Prima. "First virtual reconstructions of the frontal lobe and temporal pole of the Taung (Australopithecus africanus) endocast". 80th Annual Meeting of the American Association of Physical Anthropologists, Minneapolis (U.S.A.), April 2011. Abstract published in American Journal of Physical Anthropology, p. 134, Vol. 144 Issue S52, 2011.

• S. Prima, R. Holloway, G. Subsol, G. Gesquière, T. Schoenemann, B. Combès, J. Monge, J. Braga. "New 3D automatic methods for the analysis of the endocranial shape and its relationship with ectocranial structures: assessment and preliminary experiments". 80th Annual Meeting of the American Association of Physical Anthropologists, Minneapolis (U.S.A.), April 2011. Abstract published in American Journal of Physical Anthropology, p. 243-244, Vol. 144 Issue S52, 2011.

• K. Sol, E. Gioan, G. Subsol, Y. Heuzé, J. Richtsmeier, J. Braga, F. Thackeray. "A new 3D morphometric method based on a combinatorial encoding of 3D point configurations: application to skull anatomy for clinical research and physical anthropology". 80th Annual Meeting of the American Association of Physical Anthropologists, Minneapolis (U.S.A.), April 2011. Abstract published in American Journal of Physical Anthropology, p. 280, Vol. 144 Issue S52, 2011.

• G. Subsol, B. Moreno, J.P. Jessel, L. Bruxelles, J. Braga, R. Clarke, F. Thackeray. "3D Digitization of the Excavation Site of a Fossil Hominid (StW 573 / "Little Foot", Sterkfontein, South Africa". Paleoanthropology Society Annual Meeting, Minneapolis (U.S.A.), April 2011. Abstract published in PaleoAnthropology, Vol. 2011, A45-A46, 2011.

2010
• G. Subsol, G. Gesquière, J. Braga, F. Thackeray. "3D automatic methods to segment ''virtual'' endocasts: state of the art and future directions". 79th Annual Meeting of the American Association of Physical Anthropologists, Albuquerque (U.S.A.), April 2010. Abstract published in American Journal of Physical Anthropology, Vol. 141 Issue S50, p. 226-227, 2010.

2009
• J. Braga, F. Thackeray, G. Subsol, J. Treil, G. Dasgupta. "Important variations in dental trait expression at the EDJ throughout an Australopithecus africanus entire postcanine dentition". 78th Annual Meeting of the American Association of Physical Anthropologists, Chicago (U.S.A.), April 2009. Abstract published in American Journal of Physical Anthropology, p. 97, Vol. 138 Issue S48, 2009.

• G. Subsol, J. Braga, F. Thackeray, J.P. Jessel. "Automatic crest lines extraction for 3D morphometry of fossil structures". Paleoanthropology Society Annual Meeting, Chicago (U.S.A.), March-April 2009. Abstract published in PaleoAnthropology, Vol. 2009, A35, 2009.

2008
• J. Braga, G. Subsol, F. Thackeray, G. Dasgupta, V. Balter, F. Dedouit, N. Telmon. "Evolution of Late Pliocene hominin midfacial morphology. An approach using three-dimensional surface registration". 77th Annual Meeting of the American Association of Physical Anthropologists, Columbus (U.S.A.), April 2008. Abstract published in American Journal of Physical Anthropology, p. 72, Vol. 135, Issue S46, 2008.

2000
• P. Faure, B.T. Doan, B. Gillet, C. Sebrié, J.C. Beloeil, G. Subsol, J. Montagnat, F. Buisson. "MR microimaging at 7 and 9.4T on small animal joints with ¹H for in vivo studies in normal and pathological states and ¹H double quanta filter". 17th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Paris (France), September 2000.

1999
• D. Rey, H. Delingette, G. Subsol, N. Ayache. "Using Continuum Mechanics Operators for Detection and Quantification of Evolving Processes in 3D Medical Images". EUROMECH Colloquium on Image Processing in Applied Mechanics, 185-188, Warsaw (Poland), May 1999.

1997
• A. Guimond, G. Subsol, J. Meunier, J.P. Thirion. "Extraction of 3D Structures and Ranking according to Morphology". World Congress on Medical Physics and Biomedical Engineering, Nice (France), September 1997. Abstract published in Medical & Biological Engineering & Computing, 720, Vol. 35 Supplement Part 2, 1997.

• G. Quatrehomme, S. Cotin, H. Delingette, G. Subsol, Y. Garidel, G. Grévin, P. Bailet, A. Ollier. "Computer assisted 3D facial reconstruction method". 7th Scientific Meeting of the International Association for Craniofacial Identification, Melbourne (Australia), September 1997.

1996
• N. Roberts, G. Subsol, J.P. Thirion, M. Puddephat, G.H. Whitehouse. "Automatic analysis of the deformation of the cerebral ventricles". 13th Annual Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Prague (Czech Republic), September 1996. Abstract published in Magnetic Resonance Material in Physics, Biology and Medicine, 62-63, supplement to Vol. IV No. II, June 1996.

1995
• G. Quatrehomme, S. Cotin, G. Subsol, H. Delingette, Y. Garidel, G. Grévin, M. Fidrich, P. Bailet, A. Ollier. "Three-dimensional computer methods of craniofacial reconstruction". 6th Scientific Meeting of the International Association for Craniofacial Identification, Boca Raton (U.S.A.), 1995.

National conference papers (24)

2023

• C. Barrelet, E. Dias Ribeiro Neto, M. Chaumont, G. Subsol, E. Loire, M. de Garine Wichatitsky. "Ré-identification de chiens à partir de vidéos en environnement non-contrôlé". GRETSI (XXIXème Colloque Francophone de Traitement du Signal et des Images) 2023, Grenoble (France), August 2023.

• G. Fourret, C. Fiorio, G. Subsol, M. Chaumont, S. Brau. "Détection d'anomalies dans des vidéos acquises par drone pour la maintenance préventive de lignes électriques". CORESA (COmpression et REprésentation des Signaux Audiovisuels) 2023, Lille (France), June 2023.

• G. Picaud, M. Chaumont, G. Subsol, L. Teot. "Annotation semi-automatique de base de données d'images complexes non standardisées". CORESA (COmpression et REprésentation des Signaux Audiovisuels) 2023, Lille (France), June 2023.

• T. De Villèle, C. Fiorio, G. Subsol. "Sur l’applicabilité du Transport Optimal aux algorithmes de Recalage Rigide". ORASIS - Journées francophones des jeunes chercheurs en vision par ordinateur, Carqueiranne (France), May 2023.

2022
• C. Barrelet, M. Chaumont, G. Subsol, V. Creuze, M. Gouttefarde. "Dériver une base de données d’images en un ensemble cohérent et ́equilibré". GRETSI - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, September 2022, Nancy (France).

• Y. Zegaoui, P. Borianne, M. Chaumont, G. Subsol, A. Seriai, M. Derras. "Détection d’objets urbains dans des nuages de points LiDAR". Conférence Nationale en Intelligence Artificielle (PFIA 2022), Saint-Etienne (France), June 2022.

2021
• H. Ruiz, M. Chaumont, M. Yedroudj, F. Comby, G. Subsol. "Analyse de l’évolutivité d’un réseau d’apprentissage profond pour la stéganalyse d’images". Colloque CORESA (Compression et Représentation des Signaux Audiovisuels), p. 63-66, Sophia Antipolis (France), November 2021.

2019
• A. Zakaria, M. Chaumont, G. Subsol. "Stéganalyse groupée en JPEG : comment gérer la stratégie d’étalement ?". GRETSI - XXVIIème Colloque francophone de traitement du signal et des images, Lille (France), August 2019.

2018
• Y. Zegaoui, M. Chaumont, G. Subsol, P. Borianne, M. Derras. "Classification d’objets urbains à partir de données LiDAR 3D terrestre par Deep-Learning". Spatial Analysis and GEOmatics, Atelier Deep Learning pour la télédétection, p. 30-43 Montpellier (France), November 2018.

• Y. Zegaoui, M. Chaumont, G. Subsol, P. Borianne, M. Derras. "First Experiments of Deep Learning on LiDAR Point Clouds for Classification of Urban Objects". Conférence Française de Photogrammétrie et de Télédétection CFPT. Marne-la-Vallée (France), June 2018.

2016
• S. Gauthier, R. Benière, W. Puech, G. Subsol. "Segmentation de maillages 3D de pièces manufacturées numérisées : application à la rétro-conception". Colloque CORESA (Compression et Représentation des Signaux Audiovisuels), Nancy (France), May 2016. 2nd Best Paper by a Young Researcher.

• A. Kharboutly, W. Puech, G. Subsol, D. Hoa. "Identification du scanner X à partir d'empreintes du capteur". Colloque CORESA (Compression et Représentation des Signaux Audiovisuels), Nancy (France), May 2016.

2015
• J. Dumoncel, G. Subsol, S. Durrleman, J. Braga, A. Beaudet, C. Zanolli, S. Mouysset, J.P. Jessel. "Comment caractériser la variabilité d’une surface 3D ? Analyse à partir d’exemples en anatomie comparée". Journées du Groupe de Travail en Modélisation Géométrique, Poitiers (France), April 2015.

2014
• A. Kharboutly, W. Puech, G. Subsol, D. Hoa. "Identification du système d’acquisition scanner X à partir de l’analyse du bruit dans des images médicales". Colloque CORESA (Compression et Représentation des Signaux Audiovisuels) - Reims Image, Tome 3, p. 25-29, Reims (France), November 2014.

• J. Pasquet, M. Chaumont, G. Subsol. "Comparaison de la segmentation pixel et segmentation objet pour la détection d'objets multiples et variables dans des images". Colloque CORESA (Compression et Représentation des Signaux Audiovisuels) - Reims Image, Tome 3, p. 61-67, Reims (France), November 2014.

2010
• A. Quatrehomme, D. Hoa, G. Subsol, W. Puech. Review of Features Used in Recent Content Based Radiology Image Retrieval Systems. 3th International Workshop on Image Analysis, Nîmes (France), August 2010.

2009
• R. Bénière, G. Subsol, G. Gesquière, F. Le Breton, W. Puech. "Décomposition d'un maillage triangulaire 3D en carreaux quadrangulés". 22èmes Journées de l’Association Française d’Informatique Graphique, p. 133-140, Arles (France), November 2009.

• N. Tournier, W. Puech, G. Subsol, J.P. Pedeboy. "Etude de la robustesse des arbres couvrant de poids minimum dans le cadre du tatouage 3D". 22èmes Journées de l’Association Française d’Informatique Graphique, p. 31-38, Arles (France), November 2009.

2005
• J. Noel, G. Subsol, B. Mafart, G. Guipert, J.D. Gascuel. "Les collections muséographiques en 3D par microtomographie rayons X". R. Vergnieux, C. Delevoie (eds.), Virtual Retrospect, p. 80-84, Biarritz (France), 2005.

1999
• G. Subsol, B. Mafart, D. Méline, A. Silvestre, M. A. de Lumley. "Traitement d'images scanographiques appliqué à l'étude tridimensionnelle de l'évolution de la forme du crâne humain", L'identité humaine en question, nouvelles problématiques et nouvelles technologies en paléontologie humaine et en paléoanthropologie biologique, Créteil (France), May 1999. Full text in: P. Andrieux, D. Hadjouis, A. Dambricourt-Malassé (eds), L'identité humaine en question, Collection Paléoanthropologie et paléopathologie osseuse, Artcom, 92-101, 2000.

1998
• S. Prima, J. Ph. Thirion, G. Subsol. "Analyse statistique de la dissymétrie dans les images médicales volumiques". Reconnaissance des Formes and Intelligence Artificielle, III, 175-184, Clermont-Ferrand (France), 1998. AFCET/AFIA.

1996
• G. Subsol, J. Ph. Thirion, N. Ayache. "Une méthode générale pour construire automatiquement des atlas anatomiques morphométriques : application à un atlas du crâne". Reconnaissance des Formes and Intelligence Artificielle, I, 159-168, Rennes (France), 1996. AFCET/AFIA. Selected to be published in a special issue of the journal Traitement du Signal.

1994
• H. Delingette, G. Subsol, S. Cotin, J. Pignon. "Simulation de chirurgie craniofaciale et réalité virtuelle". Troisième journées Informatiques Internationales de Montpellier, L'Interface des Mondes Réels & Virtuels, p. 399-408, January 1994, Montpellier (France).

1993
• G. Subsol, J.P. Thirion, N. Ayache. "Reconnaissance de modèles génériques à l'aide d'un réseau spatial de lignes actives. Application au traitement d'images médicales". Quatrièmes Journées ORASIS, p. 174-177, GDR-PRC Communication Homme-Machine, Pôle Vision, Mulhouse (France), October 1993.

National conference abstracts/posters (41)

2024

• A. Lamouroux, M. Cardoso, G. Subsol, C. Goze Bac, G. Captier. "Optimiser la visualisation des organes du fœtus humain au premier trimestre en micro-TDM post-mortem". 105e Congrès de l'Association des Morphologistes, Nice (France), March 2024.

2023
• G. Picaud, M. Mourgues, L. Teot, M. Chaumont, G. Subsol. "Intelligence Artificielle et plaies". Congrès International de Cicatrisation des Antilles, Schœlcher (France), June 2023. Video available in mp4 [15mn58s, 349,947Ko].

• G. Picaud, M. Chaumont, M. Mourgues, G. Subsol, L. Teot. "Retour d’expérience sur l’utilisation de l’Intelligence Artificielle par le Cicat-Occitanie". Journées Cicatrisations, Paris (France), January 2023.

2021
• H. Bonnefille, M. Abbas, P. Roger, F. Habib, F. Masset, M. Chaumont, G. Subsol, P.E. Stoebner. "Elaboration d’un algorithme d’intelligence artificielle (IA) appliqué à la localisation de foyers de carcinomes basocellulaires sur coupes extemporanées de chirurgie de Mohs". Journées Dermatologiques de Paris, Paris (France), November 2021. Abstract published in Annales de Dermatologie et de Vénéréologie - FMC, Vol. 1, Issue 8, Supplement 1, p. A201, December 2021.

2018
• J. Dumoncel, G. Subsol, S. Durrleman, A. Oettlé, Z. Lockhat, F.E. Suleman, A. Beaudet. "A quantitative comparison of the brain and the inner surface of the cranium". 10ème Symposium de Morphométrie et Évolution des Formes, Bordeaux (France), June 2018.

• C. Zanolli, M. Cantaloube, J. Dumoncel, L. Martín-Francés, P. Bayle, S. Durrleman, J.P. Jessel, G. Subsol, R. Macchiarelli. "A new approach to quantify enamel thickness distribution and the enamel-dentine junction topography in primate teeth". 10ème Symposium de Morphométrie et Évolution des Formes, Bordeaux (France), June 2018.

• S. Villéger, S. Villon, D. Mouillot, T. Claverie, G. Subsol, M. Chaumont. "Vers une évaluation automatique de la biodiversité des poissons : promesses et défis de l'intelligence artificielle en écologie marine". Colloque La Méditerranée, une Mer sous Surveillance, Montpellier (France), March 2018.

• B. Commandré, D. En-Nejjary, L. Pibre, M. Chaumont, G. Subsol, L. Deruelle, M. Derras, C. Delenne, N. Chahinian. "Détection de regards de visite sur des images à haute résolution spatiale par une méthode d'apprentissage". Atelier Télédétection pour l'Etude des Milieux Urbains, Strasbourg (France), March 2018.

2017
• V. Favier, N. Zemiti, O. Caravaca, G. Subsol, G. Captier, L. Crampette, M. Mondain, B. Gilles. "Base du crâne osseuse en impression 3D : méthodes de validation géométrique et mécanique pour le choix du matériau, perspectives et applications". 6ème colloque francophone de simulation en santé / 23rd Annual Meeting of the Society in Europe for Simulation Applied to Medicine, Paris (France), June 2017.

• L. Pibre, M. Chaumont, D. Ienco, G. Subsol, M. Derras. "Détection d’arbres urbains à partir de données aériennes multi-sources (optique, infrarouge, MNS)". 1er Atelier Télédétection pour l'Etude des Milieux Urbains, Toulouse (France), January 2017.

2016
• M. Akkari, G. Subsol, N. Zemiti, C. Farah, G. Captier, F. Venail. "Fusion d’images ultrasonographiques haute fréquence et microscannographiques de la cochlée pour navigation intra cochléaire". 98ème Congrès des Morphologistes, Toulouse (France), March 2016. Abstract published in Morphologie, Vol. 100, No. 330, p. 144, September 2016.

• G. Captier, A. Rebelo, G. Subsol, F. Canovas, B. Gilles, C. Herlin. "Anatomie 3D de la toile sous-cutanée et des lobules adipeux par micro-imagerie". 98ème Congrès des Morphologistes, Toulouse (France), March 2016. Abstract published in Morphologie, Vol. 100, No. 330, p. 130, September 2016.

• M. Akkari, B. Moreno, G. Subsol, F. Canovas, G. Captier. "Dissection virtuelle du cou à partir d'acquisitions de scanner surfacique : un nouvel outil d’enseignement de l'Anatomie et d'entrainement chirurgical". 98ème Congrès des Morphologistes, Toulouse (France), March 2016. Abstract published in Morphologie, Vol. 100, No. 330, p. 143-144, September 2016.

2015
• M. Akkari, J. Passebecq, D. Schmitt, B. Moreno, G. Subsol, F. Canovas, G. Captier, M. Mondain, R. Garrel. "Dissection virtuelle du cou à partir d'acquisitions de scanner surfacique : un nouvel outil d'enseignement de l'Anatomie et d'entrainement chirurgical pour les internes d' ORL et Chirurgie Cervico Faciale". Congrès national de la Société Française d'Oto-Rhino-Laryngologie et Chrirugie de la Face et du Cou, Paris (France), October 2015.

• N. Nieto, C. Herlin, G. Subsol, M. Bigorre, G. Captier. "Evaluation 3D de la greffe adipocytaire dans le syndrome de Parry Romberg, à propos d'un cas pédiatrique". 51ème Congrès de la Société Française de Stomatologie et Chirurgie Maxillo-Faciale et Chirurgie Orale, Lyon, (France), September 2015.

• C. Herlin, B. Gilles, G. Subsol, G. Captier. "Simulation chirurgicale de l'autogreffe adipocytaire au niveau de la face". 4ème Congrès de l'Association Française des Chirurgiens de la Face, Montpellier (France), June 2015.

• N. Nieto, C. Herlin, G. Subsol, M. Bigorre, G. Captier. "Greffe d’adipocyte dans le syndrome de Parry-Romberg : évaluation des résultats à long terme à propos d’un cas pédiatrique". 4ème Congrès de l'Association Française des Chirurgiens de la Face, Montpellier (France), June 2015.

• G. Captier, M. Solinhac, G. Subsol, M. Akkari, F. Canovas. "Répercussion endocranienne des déformations posturales du crâne : étude morphométrique 3D". 97ème Congrès des Morphologistes, p. 156, Bruxelles (Belgique), January 2015. Abstract published in Morphologie, Vol. 99, Issue 326, p. 110, September 2015.

• M. Akkari, J.C. Doucet, G. Subsol, F. Canovas, G. Captier. "Modélisation biomécanique du muscle masséter : étude préliminaire". 97ème Congrès des Morphologistes, p.90-91, Bruxelles (Belgique), January 2015. Abstract published in Morphologie, Vol. 99, Issue 326, p. 90-91, September 2015.

2014
• C. Herlin, G. Subsol, B. Gilles, G. Captier. "Vers un modèle fiable de prévision du comportement mécanique tridimensionnel du complexe peau - tissu sous cutané". 59ème Congrès National de la Société Française de Chirurgie Plastique, Reconstructrice et Esthétique, p. 61, Paris (France), December 2014.

• A. Fraisse, G. Captier, G. Subsol. "Étude de la co-variation de croissance entre l’os maxillaire, les dents et les sinus maxillaires". 96ème Congrès des Morphologistes, Amiens (France), March 2014. Abstract published in Morphologie, Vol. 98, Issue 322, p. 103, September 2014.

2013
• M. Solinhac, G. Captier, G. Subsol. "Etude quantitative des répercussions des déformations posturales du crâne sur les structures internes crâniennes à l'aide d'images en trois dimensions". Journées Ouvertes Biologie-Informatique-Mathématiques, Toulouse (France), July 2013. Accepted as a poster.

• S. Prima, G. Subsol, J. Braga, J.F. Garamendi, B. Combès, J. Dumoncel, D. Falk. "Reconstruction numérique de l’endocrâne de l’enfant de Taung". 1838èmes Journées de la Société d'Anthropologie de Paris, Paris (France), January 2013. Abstract published in Bulletins et mémoires de la Société d'anthropologie de Paris, Vol. 25, Issue 1, Suppl., p. S35, January 2013.

2012
• J.C. Doucet, C. Herlin, M. Bigorre, G. Subsol, G. Captier. "Effet mandibulaire à long terme de la distraction ostéogénique des fentes labiopalatines". 37e Congrès de l'Association Française des Chirurgiens Maxillo-faciaux - 1er Congrès de l'Association Française des Chirurgiens de la Face, Avignon (France), April 2012.

2011
• C. Herlin, G. Subsol, J.P. Jessel, S. Mestre, M. Bigorre, I. Quéré, G. Captier. "Évaluation des applications du scanner laser 3D en chirurgie plastique pédiatrique". 56ème Congrès National de la Société Française de Chirurgie Plastique, Reconstructrice et Esthetique, Paris (France), November 2011.

• G. Captier, G. Subsol, R. Lebrun, F. Meyer, J.M. Gory, F. Canovas. "Dissection fœtale virtuelle par micro tomodensitométrie". 93e Congrès de l'Association des Morphologistes, Rouen (France), March 2011. Abstract published in Morphologie, 95, p. 102—103, 2011.

• G. Captier, S. Charbonnel, G. Subsol, C. Herlin, F. Banegas, S. Chemouny, F. Canovas. "Modélisation du V pétromastoïdien au cours de la croissance et application dans les déformations crâniennes". 93e Congrès de l'Association des Morphologistes, Rouen (France), March 2011. Abstract published in Morphologie, 95, p. 84, 2011.

• J. Braga, M. Fournier, B. Combès, D. Descouens, G. Subsol, S. Prima. "Imagerie tridimensionnelle à haute résolution des labyrinthes osseux de l'Homme, des Chimpanzés et des Babouins : Perspectives évolutives". 1836èmes Journées de la Société d'Anthropologie de Paris, Paris (France), January 2011. Abstract published in Bulletins et mémoires de la société d'anthropologie de Paris, Vol. 23, Issue 1, Suppl., p. S4-S5, 2011.

• K. Sol, E. Gioan, G. Subsol, J. Braga, J. Treil. "Une nouvelle méthode de morphométrie 3D par codage combinatoire de configurations de points 3D : application à l'anatomie du crâne". 1836èmes Journées de la Société d'Anthropologie de Paris, Paris (France), January 2011. Abstract published in Bulletins et mémoires de la Société d'anthropologie de Paris, Vol. 23, Issue 1, Suppl., p. S35, 2011.

• G. Subsol, G. Gesquière, J. Braga, F. Thackeray. "Une nouvelle méthode de segmentation automatique des endocrânes à partir d'images tomodensitométriques 3D". 1836èmes Journées de la Société d'Anthropologie de Paris, Paris (France), January 2011. Abstract published in Bulletins et mémoires de la Société d'Anthropologie de Paris, Vol. 23, Issue 1, Suppl., p. S36, 2011.

2010
• E. Gioan, K. Sol, G. Subsol. "Orientation de simplexes selon des ordres sur les coordonnées des sommets". 12èmes Journées Graphes et Algorithmes, p. 21, Marseille (France), November 2010.

2008
• J. Braga, F. Thackeray, G. Subsol, F. Dedouit, J.P. Jessel, N. Telmon, D. Rougé, Y. Coppens. "Restauration virtuelle d'un australopithèque sud-africain de deux millions d'années : modélisation surfacique et morphométrie tridimensionnelle". Journées Françaises de Radiologie, Paris (France), October 2008. Abstract published in Journal de Radiologie, Vol. 89, No 10, p. 1415, October 2008.

2007
• G. Subsol. "Traitement automatique d'images scanographiques tridimensionnelles pour l'étude de fossiles paléo-anthropologiques : le problème de la définition des repères 3D". 132e Congrès National des Sociétés Historiques et Scientifiques - Images et imagerie - Imageries et images en paléoanthropologie Workshop, Arles (France), April 2007.

2006
• F. Bonnel, F. Canovas, A. Largey, C. Cyteval, G.D. Cupissol, S. Chemouny, F. Banegas, G. Subsol. "Evaluation volumétrique par imagerie 3D des tumeurs du membre inférieur (apport de nouveaux outils d'analyse d'image)". Journées d'hiver de la Société Française de Médecine et Chirurgie du Pied, Paris (France), December 2006. Full text in Médecine et Chirurgie du Pied, Vol. 22, p. 248-252, 2006.

• F. Bonnel, A. Largey, F. Canovas, S. Chemouny, G. Subsol, F. Banegas. "Anatomie tridimensionnelle de l'arrière-pied (proposition d'évaluation)". Collège des Professeurs d'Anatomie, Nîmes (France), October 2006.

• F. Bonnel, F. Canovas, A. Largey, S. Chemouny, G. Subsol. "Evaluation de la torsion des métatarsiens (bases anatomiques)". 88e Congrès de l'Association des Morphologistes, Nantes (France), May 2006. Abstract published in Morphologie, Vol. 90, No. 289, p. 100-101, June 2006.

2005
• F. Bonnel, D. Cupissol, L. Culine, M.C. Chateau, P. Baldet, C. Cyteval, D. Perrot, G. Subsol, S. Chemouny. "Mise en place d'un logiciel d'analyse 3D pour l'évaluation reproductible et quantitative des sarcomes". Réunion annuelle du Groupe Sarcome Français - Groupe d'Etude des Tumeurs Osseuses, Bordeaux (France), July 2005.

• F. Bonnel, W. Hebrard, F. Canovas, A. Faline, G. Subsol, S. Chemouny. "Biométrie fondamentale du fémur pour l'évaluation informatique tridimensionnelle lors de la planification pré-opératoire des prothèses totales du genou". 11ème Symposium de Chirurgie Orthopédique, p. 44-57, Mandelieu-La Napoule, June 2005.

1999
• S. Ourselin, C. Sattonnet, A. Roche, G. Subsol. "Automatic Alignment of Histological Sections for 3D Reconstruction and Analysis". Cytométrie Dijon 99, Dijon (France), October 1999. Abstract published in Analytical Cellular Pathology, 123, Vol. 18 No. 3, 1999.

1998
• N. Roberts, S. Prima, J.P. Thirion, G. Subsol, G.H. Whitehouse. "The application of MRI and a new image analysis technique to measure cerebral asymmetry and its sexual dimorphism". 4th Annual Meeting of the British Chapter of the ISMRM, Nottingham (U.K.), December 1998.

1997
• G. Subsol. "Construction automatique d'atlas anatomiques morphométriques à partir d'images médicales tridimensionnelles". Workshop Mathématiques pour la Reconnaissance d'objets : Forme, Invariance et Déformation, Luminy (France), November 1997.

Technical reports (12)

2015

• G. Subsol, G. Gesquière. "Tutorial for using the automatic endocast segmentation software Endex". Available on the Web, March 2015.

2010
• G. Subsol. "A small tutorial about free software to process 3D images and meshes". Available on the Web, 2010.

2009
• G. Subsol, J. Braga, L. Bruxelles, J.P. Jessel. "3D scanning a hominid fossil excavation site - A preliminary study at Trabuc's cave, France". Internal report, November 2009.

2000
• G. Subsol, F. Buisson, J. Montagnat, H. Delingette. "Segmentation et quantification du cartilage de l'articulation fémoro-tibiale de rat à partir d'images micro-IRM". Final report of industrial collaboration with Sanofi Synthelabo, February 2000.

1998
• S. Ourselin, A. Roche, G. Subsol, X. Pennec, C. Sattonnet. "Automatic Alignment of Histological Sections for 3D Reconstruction and Analysis". Research Report No. 3595, INRIA, December 1998.

• D. Rey, G. Subsol, H. Delingette, N. Ayache. "Automatic Detection and Segmentation of Evolving Processes in 3D Medical Images: Application to Multiple Sclerosis". Research Report No. 3559, INRIA, November 1998.

• G. Subsol, J. Montagnat, S. Ourselin, L. Soler. "Algorithmes de traitement d'images tridimensionnelles pour des applications pharmaceutiques". Final report of industrial collaboration with Sanofi-Recherche, May 1998.

1997
• J.P. Thirion, S. Prima, G. Subsol. "Statistical Analysis of Dissymmetry in Volumetric Medical Images". Research Report No. 3178, INRIA, June 1997.

1995
• G. Subsol, J.P. Thirion, N. Ayache. "A General Scheme for Automatically Building 3D Morphometric Anatomical Atlases: application to a Skull Atlas". Research Report No. 2586, INRIA, May 1995.

• J. Declerck, G. Subsol, J.Ph. Thirion, N. Ayache. "Automatic Retrieval of Anatomical Structures in 3D Medical Images". Research Report No. 2485, INRIA, February 1995.

1994
• G. Subsol, J.Ph. Thirion, N. Ayache. "First Steps Towards Automatic Building of Anatomical Atlases". Research Report No. 2216, INRIA, March 1994.

• H. Delingette, G. Subsol, S. Cotin, J. Pignon. "A Craniofacial Surgery Simulation Testbed". Research Report No. 2199, INRIA, February 1994.

Presentations (31)

2023

• E. Dias Ribeiro Neto, C. Barrelet, H. Duong, M. Chaumont, G. Subsol, J. Maizi, V. Raveneau, B. Sapta Widartono, N. Arung Petana, W. Tunas Artama, S. Sorn, S. Ly, H. Guis, E. Loire, M. de Garine-Wichatitsky. "Re-identification of free-roaming dogs using Artificial Intelligence and camera-trap images". Joint Symposium 5th KU-Vet Tech/TICA - Innovative Animal Health/ANR-SEAdogSEA. Bangkok (Thailand), December 2023. (video available in mp4 [11mn47s, 397,825 Kb]).

• G. Picaud, M. Chaumont, M. Mourgues, G. Subsol, L. Teot. "L'Intelligence Artificielle pour le soin des plaies - retour d'expériences". Journées Cicat-Occitanie 2023. Carcassonne (France), June 2023.

2022
• G. Picaud, M. Mourgues, L. Teot, M. Chaumont, G. Subsol. "Intelligence Artificielle et plaies". Journées Cicat-Occitanie. Carcassonne (France), June 2022.

2020
• S. Villéger, S. Villon, D. Mouillot, T. Claverie, M. Chaumont, G. Subsol. "Algorithmes pour la détection et l'identification des poissons sur des vidéos sous-marines". Imaginecology : Deep Learning pour le traitement et l'analyse d'images et de sons en écologie, Distanciel, GDR EcoStat, November 2020.

2012
• G. Subsol. "Méthodes morphométriques 3D pour l’étude de la croissance des structures cranio-faciales". Workshop Développement cervico-cranial-facial chez l’Homme : du foetus à l’adulte, Grenoble (France), March 2012.

2011
• G. Subsol, G. Captier, K. Fathi. "Modèle géométrique et intégration biomécanique : quelques réflexions". Journée d'Anatomie Numérique, Montpellier (France), October 2011.

• N. Tournier, W. Puech, G. Subsol, J.P. Pedeboy. ""Filigrane" numérique pour les maillages 3D". DOCTISS - 19ème journée des doctorants de l'école doctorale Information, Structure, Systèmes (I2S), Montpellier (France), May 2011.

2008
• J. Braga, G. Subsol, E. Crubezy. "La base du crâne : analyse tridimensionnelle et anatomie comparée". 90ème Congrès de l'Association des Morphologistes, Bordeaux (France), June 2008.

• F. Duranthon, L. Brethes, G. Subsol. "CT, micro CT and surface scan of a bâton percé". Interdisciplinary Workshop on 3D Paleo-Anthropology, Anatomy, Computer Science & Engineering - Synergies for the Future, Toulouse (France), June 2008.

2007
• G. Subsol. "Présentation du projet ODENT". Session Poster, 2èmes journées de l'association Française de Réalité Virtuelle, Marseille (France), October 2007.

2004
• G. Subsol. "The FOVEA Project". Project Presentation Session, Eurographics Annual Conference, Grenoble (France), September 2004.

2002
• G. Subsol. "3D computer assisted craniofacial reconstruction: a brief (and non-exhaustive) overview". Invited speaker, Round Table 16th Meeting of the International Association of Forensic Sciences, Montpellier (France), September 2002.

1999
• G. Subsol, B. Mafart, A. Silvestre, G. Quatrehomme, D. Méline, M.A. de Lumley. "Imagerie 3D et paléo-anthropologie : application à l'étude de l'Homme de Tautavel". Fête de la Science, INRIA Sophia Antipolis (France), October 1999.

• G. Subsol, B. Mafart, D. Méline, A. Silvestre, M.A. de Lumley. "Imagerie 3D et étude de l'évolution humaine : résultats préliminaires". Colloque d'Anthropologie de Nice - De l'identification de l'évolution de l'Homme à l'identification médico-légale, Faculté de Médecine de Nice (France), September 1999.

• G. Subsol, G. Quatrehomme, S. Cotin, H. Delingette. "Reconstruction cranio-faciale 3D informatisée". Colloque d'Anthropologie de Nice - De l'identification de l'évolution de l'Homme à l'identification médico-légale, Faculté de Médecine de Nice (France), September 1999.

• G. Subsol. "3D image processing for assistance in localizing the deep cerebral structures". Invited speaker First Medtronic European Neuroscience Fair. Bakken Research Center, Maastricht (the Netherlands), February 1999.

• G. Subsol. "Morphométrie 3D". Cours de 3 heures dans le cadre du D.E.S.S. de Génie Biomédical de l'Université de Nice Sophia Antipolis, January 1999.

1998
• G. Subsol. Invited speaker Symposium franco-japonais Réalité Virtuelle : impact technologique et sociologique, organized by the French Ambassy, Tokyo (Japan), December 1998.

• G. Subsol. "Crest lines based analysis of cerebral structures". Second Workshop on Advances in Brain Morphometry, BIOMORPH Consortium, Leeds Castle (U.K.), October 1998.

• N. Roberts, J.P. Thirion, G. Calmon, G. Subsol, S. Prima, A. Guimond, N. Ayache. "The relative roles of manual stereology and automatic image analysis for brain morphometry". Second Workshop on Advances in Brain Morphometry, BIOMORPH Consortium, Leeds Castle (U.K.), October 1998.

• G. Subsol. "A scheme for automatically building 3D morphometric anatomical atlases based on feature lines". Invited lecturer DIKU International Summer School on Shape Variation, Copenhagen (Denmark), August 1998.

1997
• G. Subsol. "Formes moyennes et variabilité de structures dans le contexte d'atlas anatomique". Invited talk Journées du Groupe de Travail Formes, déformations et espace de formes, GDR Mathématiques des Systèmes Perceptifs et Cognitifs, Paris (France), April 1997.

• G. Subsol. "Construction automatique d'atlas anatomiques morphométriques à partir d'images médicales tridimensionnelles". Invited talk Laboratoire de Paléontologie, Montpellier (France), January 1997.

1996
• G. Subsol. "Réalité Virtuelle". Journées CHM'96, Grenoble (France), October 1996.

• G. Subsol. "Réalite Virtuelle et médecine". Invited talk Les enjeux de la Réalite Virtuelle, ENIB, Brest (France), June 1996.

• G. Subsol. Invited talk Magnetic Resonance and Image Analysis Research Centre, Liverpool (U.K.), March 1996.

1995
• G. Subsol, J.P. Thirion. "Automated 3D feature extraction and image analysis". Case Western Reserve University, Cleveland (U.S.A.), November 1995.

• G. Subsol. "Le groupe de travail "Réalité Virtuelle / Les applications de la Réalité Virtuelle dans le domaine médical". Invited talk Journée d'étude et de démonstrations sur la Réalité Virtuelle, LIFL, Lille (France), March 1995.

• G. Subsol. "Les applications médicales de la Réalité Virtuelle". Invited talk Forum ENST, Paris (France), 1995.

• G. Subsol, N. Ayache. "Construction automatique d'atlas anatomiques morphométriques à partir d'images 3D". Projet Imagerie Cérébrale du PRC GDR ISIS, ENST, Paris (France), February 1995.

1994
• G. Subsol. "A general scheme for the building of anatomical atlases". Invited talk Cleveland Biomedical Imaging Group, Case Western Reserve University, Cleveland (U.S.A.), October 1994.

Videos (3)

1999

• B. Mafart, D. Méline, A. Silvestre, G. Subsol. "3D Imagery and Paleontology: Shape differences between the skull of Modern Man and that of Tautavel Man". A. Paouri (director). Video 451-452. INRIA Multimedia Scientific Communication Department, 1999. (full movie). This movie was showed at the exhibition Homo Erectus à la conquête du monde, Musée de l'Homme, Paris (France) during several months in 2000.

1997
• G. Subsol, J.Ph. Thirion, N. Ayache. "A Geometric Skull Atlas". In Analysis of Medical Images: Registration, Atlas, Motion, Simulation. A. Paouri (director). Video 397. INRIA Multimedia Scientific Communication Department, 1997. (full movie).

1994
• G. Subsol, J.Ph. Thirion. "Non Rigid Atlas Matching (Registration of Crest Lines Using Differential Features)". In Non rigid motion (Tracking, analysis and simulation). A. Paouri (director). Video 252. INRIA Multimedia Scientific Communication Department, 1994. (full movie).

Miscellaneous (3)

2023

• C. Barrelet, M. Chaumont, G. Subsol. "Automatic coral reef fish identification and 3D measurement in the wild". arXiv:2312.07357, December 2023.

2016
• E. Gioan, K. Sol, G. Subsol. "Orientations of Simplices Determined by Orderings on the Coordinates of their Vertices". arXiv:1602.01641, February 2017.

1994
• G. Subsol. Review of the book "La réalité virtuelle" by Howard Rheingold. Pour la Science, p. 104, No 196, January 1994.

Web sites (6)

2003

• Web site FOVEA Project. October 2003.

2001
• Web site Colloquium on Three-Dimensional Imaging in Paleoanthropology and Prehistoric Archaeology, Liège (Belgium). September 2001.

1999
• Web site International Scientific Workshop on Virtual Reality and Prototyping, Laval (France). June 1999.

1998
• Web site European Project QAMRIC. November 1998.

• Web site IEEE International Workshop on Model-Based 3D Image Analysis, Mumbai (India). January 1998.

1994
• Web site Groupe de Travail Réalité Virtuelle. January 1994.

Ph.D. thesis supervision (21)

2023

• L. Lemière. "La réalité augmentée pour accompagner la conception de systèmes agroforestiers". Ph.D. Thesis in Life and Environmental Sciences (33% supervision), Montpellier Supagro (France), September 2023.

2021
• V. Favier. "Modèle 3D personnalisable et imprimable pour la simulation et la planification de chirurgie de la base du crâne par voie endonasale". Ph.D. Thesis in Biostatistics (25% supervision), University of Montpellier (France), December 2021.

• Y. Zegaoui. "Detection/Recognition of Urban Objects from 3D Data Taken at Ground Level". Ph.D. Thesis in Computer Science (30% supervision), University of Montpellier (France), October 2021.

2020
• A. Zakaria. "Batch Steganography and Pooled Steganalysis in JPEG". Ph.D. Thesis in Computer Science (30% supervision), University of Montpellier (France), November 2020.

2019
• M. Morand. "Surface de symétrie d'une structure 3D : application à l'étude des déformations scoliotiques du dos". Ph.D. Thesis in Computer Science (50% supervision), University of Montpellier (France), December 2019.

• S. Villon. "Estimation automatisée sur vidéos de la biodiversité et de l'abondance des poissons coralliens". Ph.D. Thesis in Functional Ecology (20% supervision), University of Montpellier (France), November 2019.

2018
• L. Pibre. "Localisation d’objets urbains à partir de sources multiples dont des images aériennes, et analyse de leur état, leur évolution temporelle ou leur relation avec leur voisinage". Ph.D. Thesis in Computer Science (30% supervision), University of Montpellier (France), November 2018.

• S. Gauthier. "Reconstruction d’un modèle géométrique à partir d’un maillage 3D issu d’un scanner surfacique". Ph.D. Thesis in Computer Science (40% supervision), University of Montpellier (France), October 2018.

• B. Moreau. "Modélisation statistique de la géométrie 3D de la cage thoracique à partir d’images médicales en vue de personnaliser un modèle numérique de corps humain pour la biomécanique du choc automobile". Ph.D. Thesis in Computer Science (20% supervision), University of Montpellier (France), March 2018.

2017
• J. Dumoncel. "Analyse morphométrique 3D de structures anatomiques pour la paléoanthropologie". Ph.D. Thesis in Computer Science (50% supervision), University of Toulouse (France), April 2017.

2016
• J. Pasquet. "Modélisation, détection et classification d'objets urbains à partir d'images photographiques aériennes". Ph.D. Thesis in Computer Science (30% supervision), University of Montpellier (France), November 2016.

• A. Kharboutly. "Identification of the Acquisition System in Medical Images by Noise Analysis". Ph.D. Thesis in Computer Science (50% supervision), University of Montpellier (France), September 2016.

2015
• V. Itier. "Nouvelles méthodes de synchronisation de nuages de points 3D pour l'insertion de données cachées ". Ph.D. Thesis in Computer Science (10% supervision), University of Montpellier (France), December 2015.

2014
• C. Herlin. "Modélisation et simulation du comportement du complexe peau – tissu sous-cutané en chirurgie plastique d’augmentation tissulaire". Ph.D. Thesis in Biostatistics (25% supervision), University of Montpellier II (France), December 2014.

• N. Tournier. "Synchronisation pour l'insertion de données dans des maillages 3D". Ph.D. Thesis in Computer Science (40% supervision), University of Montpellier II (France), November 2014.

• G. Brunel. "Caractérisation automatique d'organisations cellulaires dans des mosaïques d'images microscopiques de bois". Ph.D. Thesis in Bioinformatics (30% supervision), University of Montpellier II (France), October 2014.

2013
• A. Quatrehomme. "Caractérisation des lésions hépatiques focales sur des acquisitions scanner multiphasiques". Ph.D. Thesis in Computer Science (40% supervision), University of Montpellier II (France), December 2013.

• K. Sol. "Une approche combinatoire novatrice fondée sur les matroïdes orientés pour la caractérisation de la morphologie 3D des structures anatomiques". Ph.D. Thesis in Computer Science (40% supervision), University of Montpellier II (France), December 2013.

2012
• R. Bénière. "Reconstruction d’un modèle B-Rep à partir d’un maillage 3D : application à la rétro-ingénierie industrielle". Ph.D. Thesis in Computer Science (40% supervision), University of Montpellier II (France), February 2012.

2002
• D. Rey. "Détection et quantification de processus évolutifs dans des images médicales tridimensionnelles : application à la sclérose en plaques". Ph.D. Thesis in Engineering Science (10% supervision), University of Nice / Sophia Antipolis (France), October 2002.

• S. Ourselin. "Recalage d'images médicales par appariement de régions - Application à la construction d'atlas histologiques 3D". Ph.D. Thesis in Computer Science (10% supervision), University of Nice Sophia-Antipolis (France), January 2002.

Degree supervision (60)

2023

• H. Duong. "Visualisation de la position et des déplacements de chiens errants en Asie du Sud-Est identifiés automatiquement (Deep-Learning) dans des images ou des vidéos acquises par pièges photographiques". Engineering Degree, IMT Atlantique, Brest (France). Cosupervisors: M. Chaumont, G. Subsol, C. Barrelet, J. Maïzi, V. Raveneau. September 2023. Web site.

• A. Jebari. "There is no artificial intelligence yet". Engineering Degree, IMT Atlantique, Brest (France). Cosupervisors: M. Chaumont, G. Subsol. August 2023. Short video available in mp4 [3mn48s, 106,278Kb].

• P. Litoux. "Cartographie de la croissance osseuse du crâne par analyse 3D de maillage issu de CT-scan". Engineering Degree, EPITA, Toulouse (France). Two private GitHub (part 1, part 2) are available. Cosupervisors: V. Favier, G. Subsol. January 2023.

2022
• H. Larbi. "Tracking 3D movements of coral reef fishes using deep learning". Master's Thesis, Master 1 Electronics Electrical Energy Automatics, University of Montpellier (France). Cosupervisors: C. Barrelet, M. Chaumont, G. Subsol, K. Godary-Dejean, J. Lilkendey. August 2022.

• R. Victor. "Cartographie de la croissance osseuse du crâne par analyse 3D de maillage issu de CT-scan". Engineering Degree, ECE, Paris (France). A private GitHub is available. Cosupervisors: G. Captier, G. Subsol. September 2022.

• E. Dias Ribeiro Neto. "Re-Identification of Dogs on Video Cameras Using Deep Learning". Computer Engineering Degree, ENSICAEN, Caen (France). Cosupervisors: C. Barrelet, M. Chaumont, G. Subsol. August 2022.

• G. Fourret. "Détection/localisation/identification d'objets d'intérêt par Deep Learning dans des prises de vue aériennes acquises par drone en temps réel pour des missions en grande élongation". Engineering Degree, ESISAR, Valence (France). Cosupervisors: C. Fiorio, M. Chaumont, G. Subsol, S. Brau. August 2022.

• G. Picaud. "Caractérisation automatique de plaies chroniques dans des images photographiques par apprentissage profond". Engineering Degree, INSA Lyon (France). Cosupervisors: M. Chaumont, G. Subsol, L. Teot. August 2022.

2021
• M. Abbas. "Détection de foyers de carcinomes basocellulaire au sein de coupes histologiques de chirurgie de Mohs à l’aide de CNN de classification". Engineering Degree, Ecole Nationale Supérieure de l'Electronique et de ses Applications, Cergy (France). A private GitHub is available. Cosupervisors: H. Bonnefille, M. Chaumont, G. Subsol, P. Stoebner. August 2021.

• V. Vandenberghe. "Identification et dénombrement d’anguilles à partir de vidéos issues de sonar multifaisceaux par Deep-Learning". Engineering Degree, IMT Atlantique, Brest (France). A private GitHub is available. Cosupervisors: A. Bairouk, M. Chaumont, V. Creuze, G. Subsol, J. Peyre, R. Lagarde. August 2021.

• C. Fite. "Portage d'un prototype de détection de requins dans des vidéos-sous-marines sur une architecture embarquée". Engineering Degree, EPF (France). Cosupervisors: F. Comby, M. Chaumont, F. Forget, P. Serres-Noïtaky, G. Subsol. August 2021.

• H. Rafi. "Détection de dugong par deep learning dans des images aériennes – apprentissage à faible régime". Master of Information Systems and Intelligent Systems (M2SI) National Institute of Statistics and Applied Economics (INSEA), Rabat (Morocco). Cosupervisors: L. Mannocci, M. Chaumont, R. Jarry, G. Subsol. August 2021.

2020
• C. Fite. "Comparison of deep learning models for the detection of dugongs on images". Engineering Project, EPF (France). Cosupervisors: M. Chaumont, L. Manocci, G. Subsol. December 2020.

• M. Serfaty. "‘Pooled Steganalysis’ par Deep Learning". Engineering Degree, EPF (France). Cosupervisors: M. Chaumont, H. Ruiz, G. Subsol, A. Zakaria. September 2020.

• T. Gnassounou. "Reconnaissance d’image de truites à l’aide du Deep Learning". Master's Thesis, Master 1, Ecole Normale Supérieure Paris Saclay (France). Cosupervisors: B. Guinand, M. Chaumont, G. Subsol. August 2020.

• A. Bairouk. "Identification and enumeration of eels from multi-beam sonar videos using Deep-Learning". Engineering Degree, ENSIAS, University Mohammed V, Rabat (Marocco). Cosupervisors: M. Chaumont, V. Creuze, R. Lagarde, J. Peyre, G. Subsol. July 2020.

• T. Odorico. "Traitement de maillages 3D pour la simulation de dissection chirurgicale". Master's Thesis, Master 2 Informatique spécialité IMAGINA, University of Montpellier (France). Cosupervisors : G. Captier, N. Faraj, G. Subsol. July 2020.

• R. Jarry. "Prédiction du niveau de pauvreté par Deep Learning à partir d’une séquence d’images satellite". Master's Thesis, Master 2 MIX, University of La Rochelle (France). Cosupervisors: L. Berti-Equille, M. Chaumont, D. Ienco, G. Subsol. June 2020.

2019
• D. Abeza. "Modélisation géométrique tridimensionnelle des parois osseuses des sinus aériens chez l’Homme à partir d’images scanner X". Master's Thesis, Master 2 Sciences et Numérique pour la Santé, spécialité Ingénierie des Dispositifs pour la Santé, University of Montpellier (France). Cosupervisors: V. Favier, G. Subsol. August 2019.

2018
• F. Turlure. "Développement d’un outil informatique permettant la projection de données dans un repère commun en vue d’une étude morphométrique de crânes plagiocéphaliques". Master's Thesis, Master 2 Sciences et Numérique pour la Santé, spécialité Physique Biomédicale, University of Montpellier (France). Cosupervisors: G. Captier, G. Subsol. August 2018.

• D. Abeza. "Automatisation de la segmentation des os de la base du crâne". Master's Thesis, Master 1 Sciences & Numérique pour la Santé, spécialité Ingénierie des Dispositifs pour la Santé, University of Montpellier (France). Cosupervisors: V. Favier, G. Subsol. July 2018.

2017
• A. Chouenyib. "Reconstruction de l'architecture d'un arbre à partir de photographies numériques". Master's Thesis, Master 2 Informatique, spécialité IMAGINA, University of Montpellier (France). Cosupervisors: P. Borianne, G. Subsol. July 2017.

• C. Prenveille. "Dissection et anatomie numériques virtuelles 3D+t pour l'enseignement et la simulation chirurgicale". Master's Thesis, Master 2 Informatique, spécialité IMAGINA, University of Montpellier (France). Cosupervisors: G. Captier, G. Subsol. July 2017.

2016
• L. Gardes. "Tomodensitométrie dans le cadre de la déformation crânienne chez le nourrisson". Master's Thesis, Master 1 Sciences et Numérique pour la Santé, spécialité PhyMed, University of Montpellier (France). Cosupervisors: G. Captier, G. Subsol. August 2016.

• B. Commandré. "Suivi de poissons dans des images sous-marine pour la reconnaissance et identification de thons et de requins". Master's Thesis, Master 2 Informatique, spécialité IMAGINA, University of Montpellier (France). Cosupervisors: M. Chaumont, G. Subsol. July 2016.

• A. Ben Makhlouf. "Reconstruction d'un modèle CAO cohérent à partir d’un nuage de points 3D". Engineer Degree / Diplôme National d'ingénieur Informatique : Génie Logiciel - Architecture Logicielle, Institut Supérieur des Sciences Appliquées et de Technologie, University of Sousse (Tunisia). Cosupervisors: B. Louhichi, G. Subsol. July 2016.

• C. Desgenetez. "Mise en place d'une plateforme d'annotation de vidéos : application à l'étude des poissons récifaux". 2-year Technical Degree DUT Métiers du Multimédia et de l'Internet, IUT Béziers (France). Cosupervisors: S. Villon, M. Chaumont, G. Subsol. June 2016.

• K. Niollon. "Dissection virtuelle du cou à partir d’acquisitions surfacique : un nouvel outil d’enseignement de l`anatomie et d’entrainement chirurgical". 3-year Technical Degree Licence Professionnelle Systèmes Informatiques et Logiciels, spécialité Imagerie Numérique, IUT Arles (France). Cosupervisors: M. Akkari, G. Captier, G. Subsol. June 2016.

2015
• C. Peladan. "Développement de nouvelles fonctions dans le logiciel MeshTools : optimisation de l'affichage 3D, recalage automatique de maillages". Master's Thesis, Master 2 Informatique, spécialité IMAGINA, University of Montpellier (France), September 2015.

• T. Oulion. "Segmentation 3D des espaces liquidiens intracérébraux dans des images issues de scanner X : application à l’étude de déformations crâniennes chez le nourrisson". Master's Thesis, Master 2 STIC & Santé, spécialité Bio-informatique, Connaissances, Données, University of Montpellier (France), August 2015.

• A. Rebelo. "Etude de l’architecture du tissu adipeux en micro-imagerie. Application en modelisation tridimensionnelle". Master's Thesis, Master 2 STIC & Santé, spécialité Bio-informatique, Connaissances, Données, University of Montpellier (France), August 2015.

• S. Villon. "Reconnaissance d’organismes marins dans des images photographiques sous-marines". Master's Thesis, Master 2 Informatique, spécialité DECOL, University of Montpellier (France), June 2015.

2014
• A. Galeron. "Analyse morphométrique 3D de l’encéphale dans les déformations sans synostose du crâne". Master's Thesis, Master 2 STIC & Santé, spécialité Bio-informatique, Connaissances, Données, University of Montpellier II (France), August 2014.

2013
• A. Saillant. "Traitement d’images médicales 3D : application à la paléo-anthropologie". 2nd year international training period, ENSIMAG (France), September 2013.

• L. Tribouillard. "Segmentation automatique d'images numériques issues de photographies aériennes : application à la détection et à la géolocalisation de tombes dans un cimetière". 3rd year, Polytech Nice-Sophia Antipolis (France), September 2013.

• S. Charif. "Etude des déformations mandibulaires dans les plagiocéphalies sans synostose". Master's Thesis, Master 1 TIC & Santé, University of Montpellier 1 (France), September 2013.

• M. Solinhac. "Etude quantitative des répercussions des déformations posturales du crâne sur les structures internes crâniennes à l’aide d’images en trois dimensions". Master's Thesis, Master 2 STIC & Santé, spécialité Bio-informatique, Connaissances, Données, University of Montpellier II (France), August 2013.

• A. Kharboutly. "Visualisation et analyse d'images 3D de grandes dimensions". Master's Thesis, Master 2 Informatique, spécialité IMAGINA, University of Montpellier II (France), July 2013.

2012
• S. Canu. "Rétrodéformation 3D de fossiles par modélisation géométrique et biomécanique". 2nd year technical training period, ENSEEIHT (France), September 2012.

• A. Seddik. "Aide au diagnostic de dépérissement d'arbres". Master's Thesis, Master 2, spécialité Informatique, University of Montpellier II (France), September 2012.

2011
• N. Znassi. "FlaCel : Détection de flammes cellulaires dans des feuillus - Application au charbon de bois archéologique de Maloideae". Master's Thesis, Master 2, spécialité BioInformatique, University of Montpellier II/CIRAD (France), September 2011.

• K. Fathi. "Modélisation de la structure interne et de l'architecture 3D du muscle pour l'analyse biomécanique". Master's Thesis, Master 1, option Robotique & Automatique, University of Montpellier II (France), July 2011.

2010
• R. Pernaudat. "Caractérisation automatique de cernes de croissance du bois". Master's Thesis, Stage de fin d'étude IMERIR (France), October 2010.

• G. Brunel. "Identification automatique des files cellulaires chez les feuillus. Application au frêne et à l'acajou". Master's Thesis, Master 2, spécialité BioInformatique, University of Montpellier II/CIRAD (France), September 2010.

• A. Quatrehomme. "Indexation et recherche par similitude d'images - Aide au diagnostic médical". Master's Thesis, Master 2 Informatique : Fondements et Ingénierie - Parcours Vision, Image et Multimedia, University of Nice-Sophia Antipolis (France), September 2010.

• S. Kouider. "Extraction de caractéristiques pour l'analyse biométrique 3D d'un visage". Master's Thesis, Master 2, spécialité Informatique, University of Montpellier II (France), July 2010.

2009
• R. Guiot-Bourg. "Analyse et développement d'outils permettant l'optimisation et la visualisation des données de pilotage d'un data center". Master's Thesis, Master 2, spécialité Informatique, University of Montpellier II/IBM (France), September 2009.

• P. Kennel. "Identification automatique des files cellulaires chez les résineux appliquée à l'Epicéa et au Pin Noir". Master's Thesis, Master 2, spécialité BioInformatique, University of Montpellier II/CIRAD (France), September 2009.

• K. Sol. "Description de formes de structures anatomiques 3D à l'aide de matroïdes orientés". Master's Thesis, Master 2, spécialité Informatique, University of Montpellier II, September 2009.

2008
• M. Duan. "Digital Watermarking for 3D Mesh Models". Master's Thesis, Master 2 Recherche, spécialité Informatique, University of Montpellier 2 (France), July 2008.

2007
• S. Escudier. "Modélisation de déformations 3D : application à la paléo-anthropologie". Master's Thesis in Computer Science, Master 2 Recherche, University of Montpellier 2 (France), July 2007.

2005
• E. Calais. "Représentation de sols archéologiques". Master's Thesis in Computer Science, Master 2 Intelligence Artificielle et Décision, University Pierre et Marie Curie, Paris (France), September 2005.

• C. Delaval. "Evaluation des risques fracturaires de la mandibule fragilisée par l'utilisation des techniques de modélisation par éléments finis". Master's Thesis, Master Recherche Sciences du Mouvement Humain, University of Montpellier 1 (France), June 2005.

2004
• Q. Borderie. "Numérisation 3D de matériel paléo-anthropologique". Master's Thesis, D.E.A., University of Nice - Sophia Antipolis / ESINSA (France), September 2004.

2003
• G. Guipert. "Application de la modélisation 3D à la reconstruction de fossiles humains". Master's Thesis, D.E.S.S. Compétence Complémentaire en Informatique, University of Aix-Marseille II (France), September 2003.

1999
• F. Buisson. "Segmentation et quantification du cartilage de l'articulation fémoro-tibiale de rat à partir d'images micro-IRM". Master's Thesis, D.E.S.S. Génie Biomédical pour l'Ingénieur, University of Nice (France), 1999.

1998
• S. Ourselin. "Alignement automatique de coupes histologiques pour la reconstruction et l'analyse tridimensionnelles". Master's Thesis, D.E.A., University of Nice / Sophia Antipolis (France), 1998.

• D. Rey. "Détection et quantification automatiques de processus évolutifs dans des images tridimensionnelles". Master's Thesis, D.E.A., University of Clermont-Ferrand / ISIMA (France), 1998.

1993
• J. Pignon. "Maillages simplexes volumiques. Application à la simulation de muscles". Master's Thesis, D.E.A., University of Nice - Sophia Antipolis (France), 1993.

• S. Cotin. "Découpe de surfaces à l'aide d'un système de Réalité Virtuelle". Master's Thesis, D.E.A., University of Nice / Sophia Antipolis (France), 1993.

Submitted (8)

2024

• G. Picaud, M. Chaumont, G. Subsol, L. Teot. "Encoder analysis for segmenting an heterogeneous chronic wound image database with few annotations". 27th International Conference in Medical Image Computing and Computer Assisted Intervention (MICCAI). Marrakesh (Marocco), October 2024.

• G. Fourret, M. Chaumont, C. Fiorio, G. Subsol, S. Brau. "Adapting Yolov8 for Improved Few-Shot Object Detection Capabilities". 18th European Conference on Computer Vision (ECCV). Milano (Italy), September 2024.

• G. Fourret, C. Fiorio, G. Subsol, M. Chaumont. "Adaptation de Yolov8 pour la détection d'objets avec peu d'exemples". Conférence Nationale en Intelligence Artificielle, La Rochelle (France), July 2024.

• R. Jarry, M. Chaumont, L. Berti-Equille, G. Subsol. "Comparer le paradigme spatial au spatio-temporel pour estimer l’évolution d’indicateurs socio-économiques à partir d’images satellites". Conférence Nationale en Intelligence Artificielle, La Rochelle (France), July 2024.

• G. Picaud, M. Chaumont, G. Subsol, L. Teot. "Analyse de l’encodeur pour la segmentation d’une base de données de photographies de plaies chroniques hétérogène avec peu d’annotations". Conférence Nationale en Intelligence Artificielle, La Rochelle (France), July 2024.

• M. De Garine-Wichatitsky, A. Kritiyakan, W.T. Artama, S. Ly, J. Michaux, A. Kriengudom, K. Kamyingkird, C. Thinphovong, K. Chaisiri, B.S. Widartono, H. Wijayanto, D.A. Widiasih, P.M. Kutanegara, P.C.D. Gallantiswara, M.N. Farida, K.S.P. Negara, M.N.F. Mahfudz, M.N.A.P. Raja Bone, W. Laras, N.N.A. Dewi, H. Guis, H. Auerswald, S. Sorn, A. Phonphoem, C. Jaikaeo, S. Li-On, A. Jansang, W. Tangtrongpairoj, M. Chaumont, E. Dias Ribeiro Neto, C. Barrelet, G. Subsol, P. Van Leeuwen, T. Langlois, S. Morand. "One Health in practice: a socio-ecological approach for the study and management of zoonotic diseases associated with free-roaming dogs in Southeast Asia (SEAdogSEA)". 3rd joint conference of the AITVM-STVM, Montpellier (France), May 2024.

• A. Lamouroux, M. Cardoso, C. Bottero, F. Fuchs, E. Mousty, D. Geneviève, G. Subsol, C. Goze-Bac, G. Captier. "Optimizing organ visualization using post-mortem micro-CT of first-trimester human fetuses". European Radiology (2022 Impact Factor=5.9). Submitted in March 2024.

• K. Planolles, V. Fleuré, M. Chaumont, G. Subsol, S. Villéger. "A Deep Learning algorithm for detection of reef fishes in underwater videos ". Methods in Ecology and Evolution (2022 Impact Factor=6.6). Submitted in March 2024.