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Publications
-- 2026
- "An improved architecture for part-based animal re-identification
through semantic segmentation distillation", Eugenio DIAS RIBEIRO NETO,
Marc CHAUMONT, Gérard SUBSOL, Hélène GUIS, Michel DE
GARINE-WICHATITSKY, IEEE/CVF Winter Conference on Applications of
Computer Vision 2026, WACV'2026, Tucson, Arizona, Friday, March 6 - 10, 2026 (acceptance rate 33%). pdf. video-web-page. video. poster-web-page. poster.
- "Découverte de sous-parties d’un objet dans une image à partir des
proportions partielles", G. Picaud, M. Chaumont, G. Subsol, L. Téot,
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale,
IABM'2026, Lyon, 9-11 Mars 2026. Résumé de 4 pages (pdf).
- "Background-invariant re-identification of dogs from camera-trap
videos in non-controlled environments" Eugênio Dias Ribeiro Neto, Cyril
Barrelet, Marc Chaumont, Gérard Subsol, Muhammad Nur Faiz Mahfudz,
Muhammad Najib Arung Petana Raja Bone, Barandi Sapta Widartono, Hery
Wijayanto, Dyah Ayu Widiasih, Mia Nur Farida, Wayan Tunas Artama,
Thibaut Langlois, Hélène Guis, Etienne Loire, Michel de
Garine-Wichatitsky -- Elsevier, Ecological Informatics, Volume 93, February 2026, Impact Factor = 7.3. (pdf). DataSets & Material (link).
-- 2025
- "Improving YoloV8 for Fast Few-Shot Object Detection by DinoV2 Distillation", Guillaume Fourret, Marc Chaumont, Christophe Fiorio, Gérard Subsol, IEEE International Conference on Image Processing, ICIP'2025, Anchorage Alaska, USA, 14-17 September 2025, https://2025.ieeeicip.org/, Acceptance rate = 40%, 6 pages (pdf). Slides (pdf). Video (mp4).
- "Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology images: from Giga to Mini challenge",
Alper Bahcekapili, Duygu Arslan, Umut Ozdemir, Berkay Ozkirli, Emre
Akbas, Ahmet Acar, Gozde B. Akar, He Bingdou, Xu Shuoyu, Umit Mert
Caglar, Alptekin Temizel, Guillaume Picaud, Marc Chaumont, Gerard
Subsol, Luc Teot, Fahad Alsharekh, Shahad Alghannam, Hexiang Mao,
Wenhua Zhang, ICIP'2025 Grand
Challenge, Anchorage Alaska, USA, 14-17 September 2025,
https://sites.google.com/view/cctgs-challenge METU dataset:
https://eakbas.github.io/metu-cctgs/, 6 pages (pdf). Slides of the proposition (pdf).
- "Anomaly Detection in Drone Videos for Preventive Maintenance of Power Lines"
Guillaume Fourret, Marc Chaumont, Gérard Subsol, Christophe Fiorio,
Samuel Brau, IEEE Intrnational Geoscience and Remote Sensing Symposium,
IGARSS, 3 - 8 August 2025, Brisbane, Australia, https://www.2025.ieeeigarss.org/, 5 pages (pdf). Slides (pdf).
- " Automated detection of reef fishes on underwater videos
", Kevin Planolles, Marc Chaumont, Gérard Subsol, Sébastien Villéger,
International Temperate Reefs Symposium ITRS2025, Brest, France, 1-5
July 2025. https://itrs-home.org/. Abstract 1 page (pdf).
- " Analyzing Deep-Learning Methods for Power Line Component Detection in Unmanned Aircraft System Imagery with Few Data
", Guillaume Fourret, Marc Chaumont, Christophe Fiorio, Gérard Subsol,
Samuel Brau, International Conference on Unmanned Aircraft Systems, ICUAS 2025, Charlotte, NC, USA, May 14-17. 7 pages (pdf). slides (pdf).
- "Chronic Ulcers Healing Prediction through Machine
Learning Approaches: Preliminary Results on Diabetic Foot Ulcers Case
Study" Spinazzola, Elisabetta, Guillaume
Picaud, Sara Becchi,
Monica Pittarello, Elia
Ricci, Marc Chaumont,
Gérard Subsol, Fabio
Pareschi, Luc Teot,
and Jacopo Secco.
2025. Journal of Clinical Medicine 14, no. 9: 2943.
https://doi.org/10.3390/jcm14092943. Impact Factor 3.0. https://www.mdpi.com/journal/jcm. In the special issue Diabetic Foot Complications: Current Challenges and Future Prospects—3rd Edition, 24 April 2025. 16 pages (pdf).
- "Pré-entraînement auto-supervisé de l’encodeur
pour la segmentation d’une base de données d’images de plaies
chroniques hétérogène avec peu d’annotations", Guillaume PICAUD, Marc
CHAUMONT, Gérard SUBSOL, Luc TEOT, Journées 2025 Cicatrisations
(https://www.cicatrisations.org/), 19-21 janvier, Paris, France, Power Point (pdf).
-- 2024
- "Managing linguistic obstacles in multidisciplinary, multinational, and multilingual research projects."
Alison Specht, Shelley Stall, Jeaneth Machicao, Thibault Catry, Marc
Chaumont, Romain David, Rodolphe Devillers, Rorie Edmunds, Robin Jarry,
Laurence Mabile, Nobuko Miyairi, Margaret O'Brien, Pedro Pizzigatti
Correa, Solange Santos, Gérard Subsol, Lesley Wyborn, PLoS ONE 19(12):
e0311967, PLOS Open Access
Journal (https://plos.org/), (Impact Factor 2023 = 2.9), December 5, 2024.
https://doi.org/10.1371/journal.pone.0311967, Article (pdf).
- " Predicting Socio-economic Indicator Variations with Satellite Image Time Series and Transformer
", Robin Jarry, Marc Chaumont, Laure Berti-Equille, Gérard Subsol,
Workshop on Machine Vision for Earth Observation and Environment
Monitoring, MVEO'2024, in conjunction with the 35th British Machine Vision Conference, BMVC'2024, 25th - 28th November 2024, Glasgow, UK. 12 pages. Article (pdf). Slides (pdf). Photo (jpg).
- " Gestion du déséquilibre de classe au sein du classifieur de séries d'images astronomiques ConvEntion
", Anass Bairouk, Marc Chaumont, Dominique Fouchez, Jerôme Pasquet,
Frédéric Comby, Conference nationale "COmpression et REprésentation des
Signaux Audiovisuels", CORESA'2024, 20 au 22 novembre 2024, Rennes, France. 4 pages. sciencesconf.org:coresa2024:569216. (pdf). Slides (pdf). Photo (jpg).
“ SSL based
encoder pretraining for segmenting a heterogeneous chronic wound database with
few annotations ”, Guillaume Picaud, Marc Chaumont, Gérard Subsol, Luc Teot,
27-edition of the International Conference on Medical Image Computing and
Computer Assisted Intervention, MICCAI 2024 (https://miccai.org/), Challenge
Diabetic Foot Ulcer Challenge 2024, DFUC’2024
(https://dfu-challenge.github.io/), 6-10 October, Marrakesh, Marocco. 9 pages. Article (pdf). Slides (pdf).
" Acoustic and video remote sensing for monitoring and removal of
seafloor macrolitter in the Venice Coastal Area ", F. Madricardo,
S. Mesghez, A. Petrizzo, T. Lahami, T. Marčeta, N. Nesto, M. Ghezzo, V.
Grande, D. Sallé, M. Rodriguez Mijangos, J. Gorrotxategi, P.E. Hervé,
A. Oyarzabal, D. Culla, C. Barrelet, M. Gouttefarde, V. Creuze, M.
Chaumont, G. Subsol, O. Tempier, F. Picamal, N. Ferrari, V. Moschino.
5th Edition of the International Conference MICRO 2024,
Plastic Pollution from Macro to Nano, Lanzarote, Canary Islands
(Spain), 23-27 September 2024. https://micro2024.sciencesconf.org/. 1
page Abstract (pdf).
" Some considerations to design an autonomous buoy system to enumerate
pelagic sharks at Fish Aggregating Devices ", Constantin Fite, Mehdi
Yedroudj, Marc Chaumont, Pierrick Serres-Noïtaky, Frédéric Comby,
Fabien Forget, Gérard Subsol, Laura Mannocci, Manuela Capello, Mariana
Tolotti, Laurent Dagorn, ICAR Research Report no 0001, 13th of August 2024. https://www.lirmm.fr/icar/reports.html (pdf).
" Analyse de l’encodeur pour la segmentation d’une
base de données de photographies de plaies chroniques hétérogènes avec
peu d’annotations ", G. Picaud, M. Chaumont, G. Subsol, L. Teot, PFIA/CNIA 2024
: Plate-Forme Intelligence Artificielle / Conférence Nationale en
Intelligence Artificielle, La Rochelle 01-05 Juillet 2024. 4 pages. (pdf). (slides).
" Adaptation de Yolov8 pour la détection d’objets avec peu d’exemples ", G. Fourret, C. Fiorio, G. Subsol, M. Chaumont, PFIA/CNIA
2024 : Plate-Forme Intelligence Artificielle / Conférence Nationale en
Intelligence Artificielle, La Rochelle 01-05 Juillet 2024. 4 pages. (pdf). (slides).
" Comparer le paradigme spatial au spatio-temporel pour estimer
l’évolution d’indicateurs socio-économiques à partir d’images
satellites ", R. Jarry, M. Chaumont, L. Berti-Équille, G. Subsol, PFIA/CNIA 2024
: Plate-Forme Intelligence Artificielle / Conférence Nationale en
Intelligence Artificielle, La Rochelle 01-05 Juillet 2024. 2 pages. (pdf). (slides).
" 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) ", Michel DE GARINE-WICHATITSKY, (...), Marc
CHAUMONT, Eugenio DIAS RIBEIRO NETO, Cyril BARRELET, Gérard SUBSOL,
Pauline VAN LEEUWEN, Thibaut LANGLOIS, Serge MORAND, 3rd Joint
AITVM–STVM International Conference (AITVM: Association of Institutions
for Tropical Veterinary Medicine; STVM: Society for Tropical Veterinary
Medicine) entitled: ‘TROPICAL VETERINARY MEDICINE IN CHALLENGING TIMES:
how should academic and research programs adapt?’,
https://www.alphavisa.com/aitvm-stvm/2024/, 21-24 May 2024,
Montpellier, France. Abstract 1 page (pdf), Poster (pdf).
- "Cartographie par télédétection THRS des plantations ligneuses (anacardiers, manguiers, teck…)", Lelong C., Borne F., Chaumont M.. 2024. Cotonou : CIRAD; Projet OBSYDYA, 1 p.. Atelier de présentation des premiers résultats à mi-parcours du projet OBSYDYA, 2024-03-07/2024-03-07, Cotonou (Bénin). Poster (pdf). Pas de proceeding.
Projets sur financement : (EU) Development Smart Innovation through
Research in Agriculture, (BJ) OBSYDYA : Observatoire Pilote des
Paysages et des Dynamiques Agricoles du Bénin. Ce travail a en partie
été réalisé via l'encadrement de deux stagiaires (Ayman El Mannouy -
2024 et Abir Zahi - 2023). La difficulté, d'un point de vue
informatique, consiste à segmenter une image quand la "vérité terrain"
est partiellement et grossièrement annotée, et la base d'apprentissage
se réduit à une image (i.e. "weakly supervised segmentation"). La
méthode proposée est originale (explications dans les rapports).
" Herbivorous fish feeding dynamics and energy expenditure on a coral
reef: Insights from stereo-video and AI-driven 3D tracking ", Julian
Lilkendey, Cyril Barrelet, Jingjing Zhang, Michael
Meares, Houssam Larbi, Gérard Subsol, Marc Chaumont, Armagan Sabetian,
Ecology and Evolution, Impact Factor (2023) 3.167, Wiley Online
Library, Online ISSN:2045-7758, Print ISSN:2045-7758, Editors-in-Chief:
Allen Moore, University of Georgia, USA; Andrew Beckerman, University
of Sheffield, UK; Marcus Lashley, University of Florida, USA; and
Gareth Jenkins, John Wiley & Sons, UK,
https://onlinelibrary.wiley.com/journal/20457758 Accepted the 7 January
of 2024 (paper).
Supplementary material:
- Online press statement: "AI Allows for High-Resolution 3D
Tracking of Coral Reef Fish", August 30, 2024, on the Eco Magazine: link.
- Online press statement: "AI illuminates fish interactions in coral reefs", August 31, 2024, on the Earth.com: link.
--- 2023
"Automatic coral reef fish identification and 3D measurement in the wild". C. Barrelet, M. Chaumont, G. Subsol. arXiv:2312.07357, December 2023.
" Assessing ecosystem functioning through 3D
AI-enhanced fish tracking: A Red Sea Case Study " J. Lilkendey, C.
Barrelet, M. Chaumont, H. Larbi, M. Meares, A. Sabetian, G. Subsol, J.
Zhang. 11th Indo-Pacific Fish Conference and Annual Conference of the Australian Society for Fish Biology, Auckland (New Zealand), November 2023. (pdf). Video available at https://www.youtube.com/watch?v=xn2DFuAopzg.
" Ré-identification de chiens à partir de vidéos en environnement non-contrôlé
", Cyril Barrelet, Eugenio Dias Ribeiro Neto, Marc Chaumont, Gérard
Subsol, Etienne Loire, Michel De Garine-Witchatitsky, XXIXème Colloque
Francophone de Traitement du Signal et des Images, GRETSI'2023,
Grenoble, France, 28 août – 01 septembre 2023, 4 pages, (picture_on_site). (pdf). (poster).
" Comparing Spatial and Spatio-Temporal Transformers for Long-Term Evolution Prediction
", Robin Jarry, Marc Chaumont, Laure Berti-Equille, Gerard Subsol, IEEE
International Geoscience and Remote Sensing Symposium, IGARSS'2023,
Pasadena, California, USA, 16-21 July, 2023. pdf. slides.
" The Robotic Seabed Cleaning Platform: An Underwater Cable-Driven Parallel Robot for Marine Litter Removal
", Marc Gouttefarde, Mariola Rodriguez, Cyril Barrelet, Pierre-Elie
Hervé, Vincent Creuze, Jose Gorrotxategi, Arkaitz Oyarzabal, David
Culla, Damien Sallé, Olivier Tempier, Nicola Ferrari, Marc Chaumont,
and Gérard Subsol, CableCon 2023, Sixth International Conference on
Cable-Driven Parallel Robots, June 25-28, 2023, Nantes, France (pdf). (slides).
" Détection d’anomalies dans des vidéos acquises par drone pour la maintenance préventive de lignes électriques
", Guillaume Fourret, Christophe Fiorio, Gérard Subsol, Marc Chaumont,
Samuel Brau, Conference nationale "COmpression et REprésentation des
Signaux Audiovisuels", CORESA'2023, 7 au 9 juin 2023, Lille, France. 4 pages. (pdf). Slides (pptx)
" Annotation semi-automatique de base de données d’images complexes non standardisées
", Guillaume Picaud, Marc Chaumont, Gérard Subsol, Luc Teot, Conference
nationale "COmpression et REprésentation des Signaux Audiovisuels", CORESA'2023, 7 au 9 juin 2023, Lille, France. 4 pages. (pdf). Slides (pptx).
" A study on the invariance in security whatever the dimension of images for the steganalysis by deep-learning ”, Kévin Planolles, Marc Chaumont, Frédéric Comby, IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP’2023, 4-10 June 2023, Greek island of Rhodes, Rhodes, 5 pages. Paper (pdf). Slides (pdf). Poster (pdf). Video (mp4). FAQ (pdf).
https://github.com/Kevin-Planolles/steganalysis_with_CNN_dilated-Yedroudj-Net
NNID dataset : https://www.lirmm.fr/~chaumont/NNID.html
“ ConvEntion: Astronomical Image Time Series Classification Using Convolutional attEntion
”, Anass Bairouk, Marc Chaumont, Dominique Fouchez, Jerome Pasquet,
Frédéric Comby, Julian Bautista. In section 15, "Numerical methods and
codes" of Astronomy & Astrophysics (Impact Factor = 6,240), March
2023 (pdf).
" A deep-learning algorithm to localize basal cell carcinoma foci on
Mohs surgery frozen sections ", H. Bonnefille, M. Abbas, P. Roger, F.
Habib, F. Masset, M. Chaumont, G. Subsol, P.E. Stoebner, Accepted on
Junuary 2023, ~5 pages, Wiley, Journal of the European Academy of
Dermatology & Venereology, Prof. Johannes RING : Editor-in-Chief, https://onlinelibrary.wiley.com/doi/10.1111/jdv.18859, Impact factor (2021): 9.228.
" Retour d’expérience de l’application d'algorithmes d’IA sur la base de
d'images photographiques de plaies du réseau CICAT-Occitanie ",
Guillaume Picaud, Marc Chaumont, Marion Mourgues, Gérard Subsol, Luc
Teot, Journées Cicatrisations 2023, 15-17 Janvier 2023, Palais des
Congrès de Paris, https://www.cicatrisations2023.org/. Abstract d'une page (pdf). Poster (pdf) + Un article de presse electronique ici (octobre 2022) suite aux 1res Journées du réseau Cicat-Occitanie qui se sont déroulées à Carcassonne en juin 2022 :
https://www.infirmiers.com/exercice-liberal/le-metier-didel/innovations-et-expertise-dans-la-prise-en-charge-des-plaies-chroniques-et-complexes
-- 2022
" Preliminary results of an autonomous buoy prototype to count pelagic
sharks at FADs". Fabien Forget, Constantin Fite, Mehdi Yedroudj,
Mariana Tolotti, Marc
Chaumont, Pierrick Serres-Noïtaky, Frédéric Comby, Manuela Capello, and
Laurent Dagorn. In IOTC - 3rd Ad Hoc Working Group on FADs.
IOTC-2022-WGFAD03-11 (Indian Ocean Tuna Commission ad hoc Working Group
on FADs), 3-5 October 2022 (pdf). This publication is to be set in relation to the Research Report August 2024 (pdf).
" Artificial Intelligence and Social Networks Can Help to Protect the Famous Dugong ", Laura Mannocci, Frédérique
Carcaillet, Marc Chaumont, Bérénice Givord-Coupeau, Corina Iovan,
Nicolas Mouquet, Emma Raffard, Julie Ravera, Yoorana Peyre, Apolline
Ponce, Laurent Vigliola, Sébastien Villon, David Mouillot. Article de vulgarisation à destination des enfants sur la plate forme
"Frontiers for Young Minds" (Il y a un processus de "review" ainsi que
des corrections faites par l'éditeur). Journal: Frontiers for Young Minds (http://kids.frontiersin.org/),
section Biodiversity, Article type: New Discovery, Edited by: John T
Van Stan, Manuscript ID: 828597, Received on: 03 Dec 2021, Accepted on:
15 Sep 2022. Published on: 18 oct 2022 (pdf).
Publication online : https://kids.frontiersin.org/articles/10.3389/frym.2022.828597
" ConvEntion: Classification des séries
chronologiques d’images astronomiques à l’aide d’attention convolutive
", Anass Bairouk, Marc Chaumont, Dominique Fouchez, Jérôme Pasquet,
Frédéric Comby, 28ème Colloque Francophone de Traitement du Signal et
des Images, GRETSI'2022, Nancy, 4 pages, 06 – 09 Septembre 2022. (pdf). (poster). Document supplémentaire : vidéo de présentation donnée par Anass Bairouk au workshop "IN2P3/IRFU Machine Learning Workshop (https://indico.in2p3.fr/event/27507/)" à Paris qui réuni
les physiciens de l'in2p3 et du CEA travaillant avec du machine
learning (Monday 26 Sep 10:30 am to Wednesday 28 Sep 4pm) : lien vers la video.
"
Dériver une base de données d’images en un ensemble cohérent et
équilibré ", Cyril Barrelet, Marc Chaumont, Gérard Subsol, Vincent
Creuze, Marc Gouttefarde, 28ème Colloque Francophone de Traitement du
Signal et des Images, GRETSI'2022, Nancy, 4 pages, 06 – 09 Septembre
2022. (pdf). (poster). Communication
en lien avec le projet européen Maelstrom pour la réalisation d'une
plateforme robotisée de nettoyage des fonds marins pour le nettoyage de
la lagune de Venise (video plateforme de nettoyage). Communication de description de la plateforme (https://lejournal.cnrs.fr/articles/un-robot-plongeur-pour-nettoyer-les-zones-cotieres). Dataset : https://www.lirmm.fr/uno/, et GitHub.
"
From TrashCan to UNO: Deriving an Underwater Image Dataset To Get a
More Consistent and Balanced Version ", Cyril Barrelet, Marc Chaumont,
Gérard Subsol, Vincent Creuze, and Marc Gouttefarde, Proceedings of the
5th Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI), in conjunction with the 26th International Conference on Pattern Recognition (ICPR), part III, LNCS 13645
proceedings, August 21-25, 2022, Montréal Québec, 12 pages, (pdf). (slides).
Paper in link with the Maelstrom European Project for the realization
of a robotic seabed cleaning platform for cleaning the Venice
Lagoon (cleaning plateform video1 video2). Dataset : https://www.lirmm.fr/uno/, and GitHub.
" Mitigation Strategies to ensure Reproducibility of Poverty Estimation
Using Deep Learning ", J. Machicao, A., Ben Abbes, L. Meneguzzi, A.
Specht, S. Stall, R. David, D. Vellenich, R. Devillers, N. Mouquet, M.
Chaumont, G. Subsol, L. Berti-Equille, D. Mouillot, P.L.P. Corrêa, AGU
Earth and Space Science, Wiley, 24/07/2022.
"
Détection d’objets urbains dans des nuages de points LiDAR ", Y.
Zegaoui, P. Borianne, M. Chaumont, G. Subsol A. Seriai, M. Derras,
Conférence Nationale en Intelligence Artificielle, CNIA'2022, Evènement
affilié à PFIA 2022, Plate-Forme Intelligence Artificielle, PFIA'2022,
Saint-Étienne, France, 27 Juin - 1er Juillet 2022, 10 pages. (pdf).
POSTER: " Reproducing Deep Learning experiments: common challenges and recommendations for improvement ", Jeaneth
Machicao, Ali Ben Abbes, Leonardo Meneguzzi, Pedro Pizzigatti Corrêa,
Alison Specht, Romain David, Gérard Subsol, Danton Ferreira Vellenich,
Rodolphe Devillers, Shelley Stall, Nicolas Mouquet, Marc Chaumont, Laure Berti-Equille,
& David Mouillot. (2022). RDA 19th Plenary meeting, part of International Data Week, 20–23 June 2022, Seoul, South Korea. pdf poster sur Zenodo: https://doi.org/10.5281/zenodo.6587694
POSTER:
" Checklist Strategies to Improve the Reproducibility of Deep Learning
Experiments with an Illustration ", Ali
Ben Abbes, Jeaneth Machicao, Leonardo Meneguzzi, Pedro Pizzigatti
Corrêa, Alison Specht, Romain David, Gérard Subsol, Danton Ferreira
Vellenich, Rodolphe Devillers, Shelley Stall, Nicolas Mouquet, Marc Chaumont, Laure
Berti-Equille, & David Mouillot. (2022). RDA 19th Plenary meeting,
part of International Data Week, 20–23 June 2022, Seoul, South Korea. pdf poster sur Zenodo: https://doi.org/10.5281/zenodo.6587702
" Steganography: Embedding Data Into Multimedia Content ". Bas , P., Cogranne , R. and Chaumont , M. (2022).
In
Multimedia Security 1, W. Puech (Ed.). Chapter 5, ISTE - WILEY, 04 March 2022, https://doi.org/10.1002/9781119901808.ch5
" Steganalysis: Detection of
Hidden Data in Multimedia Content ". Cogranne
, R., Chaumont , M. and Bas , P. (2022). In Multimedia Security 1, W. Puech
(Ed.). Chapter 8, ISTE - WILEY, 04 March 2022, https://doi.org/10.1002/9781119901808.ch8
" Putting eagle rays on the map by coupling
aerial video-surveys and deep learning ", Lila Desgarnier Lila, David
Mouillot, Laurent Vigliola, Marc Chaumont, Laura Mannocci, Biological Conservation, Elsevier, February 17th of February, 2022, Impact Factor = 5.99. (pdf).
-- 2021
" Élaboration d’un algorithme d’intelligence artificielle appliqué à la
localisation de foyers de carcinomes basocellulaires sur coupes
extemporanées de chirurgie de Mohs
", Hugo Bonnefille, Marwan Abbas, Pascal Roger, Francois Habib,
Farzaneh Masset, Marc Chaumont, Gerard Subsol, Pierre-Emmanuel
Stoebner, Annales de Dermatologie et de Vénéréologie - FMC, Volume
1, Issue 8, Supplement 1, 2021, Page A201, ISSN 2667-0623,
https://doi.org/10.1016/j.fander.2021.09.129. Part of special issue:
Journées dermatologiques de Paris, 30 novembre - 4 décembre 2021.
Impact Factor = 0.777.
" Analyse de l'évolutivité d'un réseau d'apprentissage profond pour la stéganalyse d'images
"
Hugo Ruiz, Frédéric Comby, Gérard Subsol, Marc Chaumont, CORESA'2021, 21e
édition du colloque CORESA (COmpression et REprésentation des Signaux
Audiovisuels), 3 au 5 novembre 2021, à Sophia Antipolis, Campus SophiaTech, Nice,
Côte d'Azur. https://coresa2020.sciencesconf.org/. 4 pages. Article (pdf). Slides (pdf).
"
Survol, avec des images/vidéos, et surtout "avec les mains" des projets
en lien avec le thème marin/océan dans ICAR (Gérard Subsol CR CNRS
& Marc Chaumont HDR HC) le 30 septembre 2021; Réunion Interne au
LIRMM. (power-point).
" Coupling
underwater autonomous vehicles and automatic video
analysis for efficient monitoring of coral reef ecosystems: promises
and challenges ", Claverie T., Chaumont M., Godary Dejean K., Hereau A., Lapierre L.,
Louis S., Maslin M., Mouillot D., Subsol G, Villéger S., Villon
S., ICRS'2021,
14th International Coral Reef Symposium, Bremen, Northern Germany,
(Initialy accepted to ICRS'2020 which has been postponed to 2021), 18 –
23 July 2021, https://www.icrs2020.de/, abstract 1 page (pdf). video-pres.
" Leveraging social media to detect rare charismatic species in video-surveys using deep learning
", Mannocci L., Villon S., Chaumont M., Guellati N., Mouquet N., Iovan
C., Vigliola L., Mouillot D., Conservation Biology,
https://conbio.onlinelibrary.wiley.com/journal/15231739, Impact
factor: 5.405, Online ISSN:1523-1739, DOI: 10.1111/cobi.13798, Wiley, 21th of June 2021. Open Acces: pdf. (official web). vidéo1, video2.
https://conbio.onlinelibrary.wiley.com/doi/10.1111/cobi.13798
L'article de vulgarisation (co-réalisée avec Monaco explorations ; qui finance les survols ULM) :
https://www.monacoexplorations.org/actualites/mieux-proteger-la-megafaune-marine-grace-aux-reseaux-sociaux/
' LSSD: a Controlled Large JPEG Image
Database for Deep-Learning-based Steganalysis ”into the Wild”
', Hugo RUIZ, Mehdi
YEDROUDJ,
Marc
CHAUMONT, Frédéric COMBY, Gérard SUBSOL, Proceeding of the 25th International Conference on Pattern Recognition, ICPR'2021, Worshop on MultiMedia
FORensics in the WILD, MMForWILD'2021,Virtual Conference due to Covid (formerly
Milan, Italy),
Lecture Notes in Computer Science, LNCS 12666, Springer,
Book: Pattern Recognition and Information Forensics, Chapter No: 38, Pages 470-483, Chapter DOI: 10.1007/978-3-030-68780-9_38, January 10-15, 2021, 14 pages, https://iplab.dmi.unict.it/mmforwild/. paper, slides, video-lirmm.
' Analysis of the Scalability of a
Deep-Learning Network for Steganography “Into the Wild” ',
Hugo RUIZ,
Marc
CHAUMONT, Mehdi YEDROUDJ, Ahmed OULAD AMARA, Frédéric
COMBY, Gérard SUBSOL, Proceeding of the 25th International Conference on Pattern Recognition, ICPR'2021, Worshop on MultiMedia
FORensics in the WILD, MMForWILD'2021, Virtual Conference due to Covid (formerly
Milan, Italy), Lecture Notes in Computer Science, LNCS 12666, Springer,
Book: Pattern Recognition and Information Forensics, Chapter No: 36, Pages 439-452, Chapter DOI: 10.1007/978-3-030-68780-9_36, January 10-15, 2021, 14 pages, https://iplab.dmi.unict.it/mmforwild/. paper. slides. video-lirmm, video-screencast-o-matic, video-youtube.
“ Assessment of CNN-based Methods for Poverty Estimation from Satellite Images
“, Robin JARRY, Marc CHAUMONT, Laure BERTI-EQUILLE, and Gérard SUBSOL,
Proceeding of the 25th International Conference on Pattern Recognition,
ICPR'2021, 11th IAPR International Workshop on Pattern Recognition in
Remote Sensing, PRRS’2021, Virtual Conference due to Covid (formerly
Milan, Italy), January 10-15, 2021, 15 pages, http://iapr-tc7.ipb.uni-bonn.de/prrs2020/.
The workshop is sponsored by International Association for Pattern
Recognition (IAPR) and International Society for Photogrammetry and
Remote Sensing (ISPRS). Lecture Notes in Computer Science, LNCS 12667, Springer,
Book: Pattern Recognition, Chapter No: 40, Pages 550-565, Chapter DOI: 10.1007/978-3-030-68787-8_40, January 10-15, 2021, 14 pages (pdf). slides. video.
--- 2020
Chapitre 5 : " STÉGANOGRAPHIE : insertion d’informations dans des contenus multimédia ", Patrick Bas, Rémi Cogranne, Marc Chaumont.
Chapitre 8 " STÉGANALYSE: Détection d’information cachéedans des contenus
multimédias ". Rémi Cogranne, Marc Chaumont, Patrick Bas.
Livre : "Sécurité Multimédia - Partie 1: Authentification et
Insertion de Données Cachées", ISTE editions , https://iste-editions.fr/, https://www.istegroup.com/fr/produit/securite-multimedia-1/. 2020. Version draft : pdf.
" Steganography
using a 3 player game ", Mehdi Yedroudj, Frédéric Comby,
Marc Chaumont, Accepted in September 2020, Journal of Visual Communication and Image Representation,
Elsevier, Impact Factor =
2.479. https://doi.org/10.1016/j.jvcir.2020.102910.
Draft version: pdf.
"Pixels-off:
data-augmentation complementary solution for
deep-learning steganalysis",
Mehdi
Yedroudj, Marc Chaumont, Frédéric Comby, Ahmed Oulad Amara, Patrick
Bas, IH&MMSec'2020,
in Proceeding of the 8th ACM Workshop on Information Hiding and
Multimedia Security, Denver,
CO, USA (due to the Covid-19 IH&MMSec
was a virtual conference), June 22-24, 2020. Acceptance rate = 37%.
Paper (pdf).
Slides (pdf).
Video (avi).
Sébastien Villon, David Mouillot, Marc Chaumont, Gérard Subsol,
Thomas Claverie, Sébastien Villéger “A new method to control
error
rates in automated species identification with deep learning
algorithms”, Accepté le 8 juin 2020, Scientific
Reports (a
nature research journal; https://www.nature.com/srep/), Vol. 10, N°
1, (2020). DOI:10.1038/s41598-020-67573-7, Impact Factor =
4.525.
(pdf
crative commons) (draft
pdf).
Marc
Chaumont, "Stéganographie
par Deep Learning", Présentation
publique dans le cadre des réunions ouverte à tous les
membres du
laboratoire LIRMM, 9 mars 2020, 14h-15h, Salle des séminaires, LIRMM,
Montpellier, France. Résumé (pdf).
Transparents (pdf).
--- 2019
Ahmad Zakaria, Marc Chaumont, Gerard Subsol, " Pooled
Steganalysis in JPEG: how to deal with the spreading strategy?
", WIFS'2019,
IEEE
International Workshop on Information Forensics and Security, December
9-12, 2019, Delft, The Netherlands, 6 pages, Acceptance rate = 30%.
Paper (pdf).
Slides (pdf).
Marc
Chaumont, Invited Talk, "Deep-Learning for the observation of
marine/terrestrial life", Symposium on challenges and opportunities in
large-scale conservation, Montpellier, 29th of November 2019. (slides)
(video)
(programm).
Mehdi Yedroudj, Frédéric Comby, Marc Chaumont,
« Stéganographie
par CNN et approche jeu à 3 joueurs
», 27ème édition du colloque
francophone de
traitement du signal et des images, GRETSI'2019, Lille, 4 pages, 26-29
Aout 2019. (pdf).
(slides).
Ahmad Zakaria, Marc Chaumont, Gerard Subsol, « Steganalyse
groupée en JPEG : comment gérer la
stratégie d'étalement?
», 27ème Colloque francophone de traitement du
signal et
des images, GRETSI'2019, Lille, 4 pages, 26-29 Aout 2019. (pdf).
(poster).
Johanna Pasquet,
Jérôme Pasquet, Marc Chaumont, and Dominique
Fouchez, " PELICAN:
deeP architecturE for the LIght Curve ANalysis ", 15
pages, Accepté pour publication le mardi 19 Mars 2019, Astronomy and Astrophysics
A&A,
Worldwide
astronomical and astrophysical research, Section 15 of Numerical
methods and codes, 15 pages. Impact Factor = 5.567. pdf.
presentation.
Younes Zegaoui, Marc Chaumont, Gérard Subsol, Philippe
Borianne and Mustapha Derras, "Urban object
classification with 3D Deep-Learning", JURSE'2019, Joint
Urban Remote Sensing Event, Co-sponsored by IEEE GRSS and ISPRS,
Vannes, France, May 22-24, 2019, 4 pages. pdf,
slides.
Une version longue en français est disponible ici (pdf),
et a été présentée
à
l'Atelier Deep Learning pour la
Télédétection, DLT'18, lors
de la
conférence internationale francophone Spatial Analysis and
GEOmatics, SAGEO'2018.
Anthony Brunel, Johanna Pasquet, Jérôme Pasquet,
Nancy
Rodriguez, Frédéric Comby, Dominique Fouchez,
Marc
Chaumont, " A
CNN adapted to time series for the classification of Supernovae
", EI'2019,
in Proceedings of Color Imaging XXIV: Displaying, Processing, Hardcopy,
and Applications - joint
sessions dealing with color in astronomy / astrophysics,
Part of IS&T International Symposium on Electronic Imaging,
Burlingame (suburb of San Francisco), California USA, 13 - 17
January, 2019. pdf,
slides.
The CNN is downloadable there: https://github.com/Anzzy30/SupernovaeClassification
--- 2018
Younes
Zegaoui, Marc Chaumont, Gérard Subsol, Philippe Borianne,
Mustafa Derras, " Classification
d'objets urbains à partir de données
LiDAR 3D terrestre
par Deep-Learning ". Atelier Deep Learning pour
la Télédétection, DLT'18,
conférence
internationale francophone Spatial Analysis and GEOmatics, SAGEO'2018,
Montpellier, 6 novembre 2018. Lien vers le texte de 14 pages (pdf).
Lien vers la présentation (slides).
Présentation orale ; pas d'actes. La version courte de ce
document a été publié à
JURSE'2019.
L'atelier Deep Learning pour la
Télédétection, DLT18, https://dlt18.sciencesconf.org/,
se déroule dans le cadre de la
conférence
internationale francophone Spatial Analysis and GEOmatics
(http://www.sageo2018.fr), SAGEO'2018,
sous l'égide du GdR MAGIS du CNRS, Montpellier, 6 novembre
2018.
La conférence internationale francophone SAGEO est un
événement annuel majeur dans le paysage de la
Géomatique, de l'Analyse Spatiale et des Sciences de
l'Information Géographique.
Marc Chaumont, " Deep
Learning in Steganography and Steganalysis since 2015 ",
Tutorial given at the " Image
Signal & Security Mini-Workshop " (day after the
habilitation defense of Teddy Furon), the 30th of October 2018, IRISA /
Inria Rennes, France.
http://people.rennes.inria.fr/Teddy.Furon/website/Image_Signal_Security.html
The
tutorial lists the CNN architectures used for steganalysis, and the
current 4 GAN families used for steganography, until the date of the
30th October 2018. Abstract.
Slides. (seen
more than 500 times on ResearchGate
the 3th of September 2019).
DOI: 10.13140/RG.2.2.25683.22567
Video (lirmm website): talk.mp4
Video (inria website): https://videos-rennes.inria.fr/video/H1YrIaFTQ
Exposé oral à la réunion du
réunion du GdR
ISIS (journée "extraction d'attributs et apprentissage pour
l'analyse des images de
télédétection"), 18 octobre
2018, Cnes Paris Daumesnil, Paris. Anthony Brunel, Johanna
Pasquet, Jérôme Pasquet, Nancy Rodriguez,
Frédéric Comby, Dominique Fouchez, Marc Chaumont.
" Classification de
Supernovae par CNN ", résumé,
slides.
SNIA.mpeg, LSST.mpeg.
Le papier en anglais, associé à cette
présentation, a été
présenté au
symposium IS&T Electronic Imaging 2019 (pdf).
Le réseau peut être
téléchargé ici: https://github.com/Anzzy30/SupernovaeClassification
Ahmad Zakaria, Marc Chaumont, Gerard Subsol, " Quantitative and Binary
Steganalysis in JPEG: A Comparative Study ", EUSIPCO'2018, European
Signal Processing Conference,
3-7 September 2018, Rome, Italy, 5 pages. pdf.
poster.
Sébastien Villon, David Mouillot, Marc Chaumont, Emily
S.Darling, Gérard Subsol, Thomas Claverie,
Sébastien
Villéger, " A Deep learning method for accurate and fast
identification of coral reef fishes in underwater images ", Ecological Informatics,
An International Journal on Ecoinformatics and Computational Ecology
from Elsevier, Received 10 March 2018, Revised 14 August 2018, Accepted
3 September 2018, Available online 5 September 2018. https://doi.org/10.1016/j.ecoinf.2018.09.007,
Impact Factor: 1.820, 5-Year Impact Factor: 2.122. pdf.
Promotion of the scientific community skills of Montpellier, France
about " the Marine and coastal sciences in Occitanie ", n° 24
(131
pages, July 2019). See page 101. "Underwater videos for automated fish
identification and location". (http://www.agropolis.org/publications/thematic-files-agropolis.php).
pdf.
Younes Zegaoui, Marc Chaumont, Gérard Subsol, Philippe
Borianne
and Mustapha Derras, " First Experiments of Deep Learning on LiDAR
Point Clouds for Classification of Urban Objects ", Congrès CFPT'2018
(Congrès de la société
Française
de Photogrammétrie et de
Télédétection), https://sfpt2018.ign.fr,
(conjointement au congrès RFIAP'2018,
Reconnaissance des Formes,
Image, Apprentissage et Perception), 26-28 juin,
Marne-la-Vallée, France. Papier court de 3 pages, pdf,
poster.
Link on our LIRMM-BL 3D Urban Object Scan Dataset: link.
Sébastien Villon, David Mouillot, Marc Chaumont, Emily
Darling,
Gérard Subsol, Thomas Claverie ,Sébastien
Villéger, " A deep learning algorithm for automatic
identification of coral reef fish species on images " World Conference
on Marine Biodiversity 2018, WCMB'2018, May
13-16, 2018,
Montréal, Canada. Abstract 1 page: pdf.
Best Poster
Presentation - First Prize - Sébastien Villon : pdf.
Mehdi Yedroudj, Frédéric Comby, and Marc
Chaumont, " Yedrouj-Net: An efficient
CNN for spatial steganalysis ", IEEE International Conference on
Acoustics, Speech and Signal Processing, ICASSP'2018,
15–20 April
2018, Calgary, Alberta, Canada, 5 pages. pdf,
poster.
FAQ and
parameters for Yedroudj-Net are given here: Yedroudj-Net.
B. Commandre, 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 très haute
résolution spatiale par une méthode
d'apprentissage ", TEMU'2018,
Atelier Télédétection pour l'Etude des
Milieux Urbains, à la Maison Interuniversitaire des Sciences
de
l’Homme, Strasbourg, France, 19 - 20 mars 2018.
Présentation orale. https://temu2018.sciencesconf.org/.
Abstract
1 page (pdf).
Slides (pdf).
Mehdi Yedroudj, M. Chaumont, F. Comby, " How to augment a small
learning set for improving the performances of a CNN-based
steganalyzer? ", EI'2018,
in
Proceedings of Media Watermarking, Security, and Forensics, Part of
IS&T International Symposium on Electronic
Imaging, San
Francisco, California, USA, 28 Jan - 2 Feb 2018, 7 pages. pdf,
slides.
FAQ and parameters for Yedroudj-Net are given here: Yedroudj-Net.
Marc Chaumont, " The emergence of Deep Learning in steganography and
steganalysis ". Tutorial given
at a research day in France, the 16th of January 2018, Poitiers,
France, Journée "
Stéganalyse : Enjeux et Méthodes",
labelisée par le GDR ISIS et le pré-GDR
sécurité, January 2018 DOI
10.13140/RG.2.2.35080.32005 01/2018, DOI: 10.13140/RG.2.2.35080.32005.
The tutorial is
about the infancy of CNNs in steganography / steganalysis in
the period 2015 - 2017.
English_Slides. French_Slides.
-- 2017
Carole Delenne, Nanée Chahinian, Jean-Stephane Bailly,
Sandra
Bringay, Benjamin Commandré, Marc Chaumont, Mustapha Derras,
Laurent Deruelle, Mathieu Roche, Fabrice Rodriguez, Gerard Subsol, and
Maguelonne Teisseire (2017), "Cart’Eaux: an automatic mapping
procedure for wastewater networks using machine learning and data
mining", Abstract Paper (1 page), number H031-259166,
presented
at 2017 Fall Meeting in session Computational Intelligence and Machine
Learning Methods in Water and Environmental Management, AGU ("the
largest and preeminent Earth and space science meeting in the world"),
New Orleans, LA, 11-15 Dec, 2017, 1 page. Abstract (pdf).
Poster (pdf).
Papa Mamadou Ndiaye, Marc Chaumont, Mehdi Yedroudj, Ahmad Zakaria, "
Stéganographie et Stéganalyse des images JPEG
Couleur ", CORESA’2017,
COmpression et REprésentation des Signaux Audiovisuels,
Caen,
France, 20-21 septembre, 2017, 5 pages,
sciencesconf.org:coresa2017:161204. Papier (pdf).
Slides (pdf).
Mehdi Yedroudj, Marc Chaumont, Frédéric Comby, "
Yedroudj-Net: un réseaux de neurones efficace pour la
stéganalyse spatiale ", CORESA’2017,
COmpression et REprésentation des Signaux Audiovisuels,
Caen,
France, 20-21 septembre, 2017, 6 pages,
sciencesconf.org:coresa2017:161315. Papier (pdf).
Slides (pdf).
Lionel Pibre, Marc Chaumont, Gerard Subsol, Dino
Ienco,
and Mustapha Derras, " How to deal with multi-source data for three
detection based on deep learning " GlobalSIP'2017,
The fifth IEEE Global Conference on Signal and Information Processing -
Symposium on Sparse Signal Processing and Deep Learning, November
14–16, 2017, Montreal, Canada, 5 pages, Paper (pdf).
Slides (pdf).
Benjamin COMMANDRE, Nanée CHAHINIAN,
Jean-Stéphane BAILLY, Marc CHAUMONT, Gérard
SUBSOL,
Fabrice RODRIGUEZ, Mustapha DERRAS, Laurent DERUELLE, Carole DELENE,
"Automatic Reconstruction of Urban Wastewater Networks Based on
Uncertain Manhole Cover Locations", ICUD'2017, 14th IWA/IAHR
International Conference on Urban Drainage, 10 – 15 September
2017, Prague, Czech Republic, Pages 2345-2352, Extended abstract. Paper
(pdf).
Slides
(pdf).
Benjamin COMMANDRE, Driss EN-NEJJARY, Lionel PIBRE, Marc CHAUMONT,
Carole DELENNE, Nanée CHAHINIAN, "Manhole Cover Localization
in
Aerial Images with a Deep Learning Approach", ISPRS'2017,
International Society for Photogrammetry and Remote Sensing Workshop,
June 6 - 9, 2017, Hannover, Germany, Institute of Photogrammetry and
GeoInformation, Leibniz Universität Hannover, XLII-1/W1,
333-338, Extended Abstract, 6
pages. Paper (pdf).
Slides (pdf).
Ph.D. student: L. Pibre. Advisors: M. Chaumont, G. Subsol, D. Ienco,
and M. Derras. "Detection of Urban Trees in Multiple-Source Aerial Data
(Optical, Infrared, DSM)", Two-pages paper on the thesis work, poster
session, IEEE ICASSP’2017 M.Sc./Ph.D. Forum, International
Conference on Acoustics, Speech, and Signal Processing, New Orleans,
USA, March 5-9, 2017. In the conference proceedings.
http://www.ieee-icassp2017.org/msc-phd-forum.html. Paper (pdf).
Poster (pdf).
L. Pibre, M. Chaumont, G. Subsol, D. Ienco, and M. Derras.
"Détection d’arbres urbains à partir de
données aériennes multi-sources (optique,
infrarouge,
MNS)", TEMU'2017, Atelier
Télédétection pour
l'Etude des Milieux Urbains, Centre International de
Conférences
de Météo-France, Toulouse, France, 16-17 janvier,
2017.
Présentation orale.
http://www.meteo.fr/cic/meetings/2017/TEMU/.
Abstract (pdf).
Slides (pdf).
--- 2016
Amel Tuama, Marc Chaumont and Frederic Comby, "Camera Model
Identification With The Use of Deep Convolutional Neural Networks", WIFS'2016,
IEEE International Workshop on Information Forensics and Security,
December 4-7, 2016, Abu Dhabi, UAE, 6 pages, Acceptance rate = 32%.
Paper (pdf).
Slides (pdf).
Sebastien Villon, Marc Chaumont, Gerard Subsol, Sebastien Villeger,
Thomas Claverie, David Mouillot, "Coral reef fish detection and
recognition in underwater videos by supervised machine learning :
Comparison between Deep Learning and hog+svm methods", ACIVS'2016,
Advanced Concepts for Intelligent Vision Systems, Lecce, Italy, October
24-27, 2016, 12 pages, published by Springer in the Lecture Notes in
Computer Science series (pdf).
Slides (pdf).
J. Pasquet, M. Chaumont, G. Subsol, and M. Derras, "Speeding-up a
Convolutional Neural Network by Connecting an SVM Network", ICIP'2016,
IEEE International Conference on Image Processing, Phoenix, Arizona,
USA, September 25-28, 2016, 5 pages, Acceptance rate is about 45%.
Paper (pdf).
Slides (pdf).
Amel Tuama , Frederic Comby, Marc Chaumont, "Camera Model
Identification Based Machine Learning Approach With High Order
Statistics Features", EUSIPCO'2016,
24th European Signal Processing Conference 2016, Budapest, Hungary,
August 29 - September 2, 2016, 978-0-9928-6265-7/16, pp 1183-1187 (pdf).
Poster (pdf).
Hasan Abdulrahman, Marc Chaumont, Philippe Montesinos, and Baptiste
Magnier, "Color Image Steganalysis Based on Steerable Gaussian Filters
Bank," IH&MMSec'2016,
in
Proceedings of the 4th ACM workshop on Information Hiding and
Multimedia Security, Vigo, Galicia, Spain, 6 pages, June 20-22, 2016.
Acceptance Rate = 36.2%. pdf.
slides.
Matlab code.
FAQ.
L. Pibre, M. Chaumont, D. Ienco, et J. Pasquet " Étude des
réseaux de neurones sur la stéganalyse ", CORESA’2016,
COmpression et REprésentation des Signaux Audiovisuels,
Nancy, France, 19-20 mai, 2016, 6 pages. pdf.
slides.
Lionel Pibre, Jérôme Pasquet, Dino Ienco, and Marc
Chaumont, "Deep learning is a good steganalysis tool when embedding key
is reused for different images, even if there is a cover
source-mismatch," EI'2016,
in
Proceedings of Media Watermarking, Security, and Forensics, Part of
IS&T International Symposium on Electronic Imaging,
San
Francisco, California, USA, 14-18 Feb. 2016, 11 pages. pdf, slides.
FAQ and parameters are given here:
SteganalysisWithDeepLearning.html.
Jérôme Pasquet, Gérard Subsol, Mustapha
Derras, and
Marc Chaumont, "Optimizing color information processing inside an SVM
network," EI'2016, in Proceedings of Visual Information Processing and
Communication VII, Part of IS&T International Symposium on
Electronic Imaging, San Francisco, California, USA, 14-18
Feb.
2016, 6 pages. pdf, slides.
Jérôme Pasquet, Tomas Desert, Olivier Bartoli,
Marc
Chaumont, Carole Delenne, Gérard Subsol, Mustapha Derras and
Nanée 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, 6 pages, 2016. Impact Factor = 2.145. pdf.
Hasan Abadulrahman, Marc Chaumont, Philippe Montesinos and Baptiste
Magnier, "Color Images Stegananalysis Using RGB Channel Geometric
Transformation Measures", Wiley Journal on Security and Communication
Networks (SCN)
- Special Issue
on Cyber Crime, Edited By: Hsiao-Hwa Chen and Hamid R.
Sharif,
Guest Editors: Wojciech Mazurczyk, Krzysztof Szczypiorski, Zoran Duric,
Dengpan Ye, Wuhan University, extended paper of IWCC, 11 pages, ISSN
1939-0122, DOI 10.1002/sec.1427, 2016, pdf.
--- 2015
Amel Tuama , Frederic Comby, Marc Chaumont, "Source Camera Model
Identification Using Features from Contaminated Sensor Noise", Chapter
of Digital-Forensics and Watermarking, Springer series Lecture Notes in
Computer Science, pp 83-93, Volume 9569, 31 March 2016, ISBN
978-3-319-31960-5, DOI 10.1007/978-3-319-31960-5_8, Revised Selected
Paper from the 14th International Workshop on Digital-Forensics and
Watermarking, IWDW'2015, Tokyo, Japan, October 7-10, 2015.
Amel Tuama, Frederic Comby, and Marc Chaumont, "Source Camera
Model Identification Using Features From Contaminated Sensor Noise",
IWDW'2015, The 14th International Workshop on Digital-forensics and
Watermarking, http://iwdw2015.tokyo/index.php,
Proceedings as Lecture Notes in Computer Science (LNCS) by Springer,
Tokyo, Japan, 7-10 october, 2015, 11 pages. pdf.
J. Pasquet, M. Chaumont, G. Subsol, and M. Derras. "An Efficient
Multi-Resolution SVM Network Approach For Object Detection In Aerial
Images", MLSP'2015,
The 25th IEEE International Workshop on Machine Learning for Signal
Processing, http://mlsp2015.conwiz.dk/home.htm,
September 17-20, Boston, USA, 6 pages. pdf.
slides.
H. Abadulrahman, M. Chaumont, P. Montesinos, and B. Magnier. "Color
Image Steganalysis using Correlations between RGB Channels", IWCC2015,
The 4th International Workshop on Cyber Crime,
http://stegano.net/IWCC2015/, co-located with 10th International
Conference on Availability, Reliability and Security - ARES 2015,
organized by W. Mazurczyk, K. Szczypiorski, and A. Janicki,
Université Paul Sabatier, Toulouse, France, August 24-28,
2015,
7 pages. pdf.
J. Pasquet, T. Desert, O. Bartoli, M. Chaumont, C. Delenne, G. Subsol,
M. Derras, and N. Chahinian "Detection of manhole covers in
high-resolution aerial images of urban areas by combining two methods",
JURSE'2015,
Joint Urban Remote Sensing Event, Lausanne, Switzerland, 30 March - 1
April 2015, 4 pages. pdf.
--- 2014
J. Pasquet, G. Subsol, et M. Chaumont " Comparaison de la
segmentation pixel et segmentation objet pour la détection
d’objets multiples et variables dans des images ", CORESA’2014,
COmpression et REprésentation des Signaux Audiovisuels,
Reims, France, 26-27 novembre, 2014, 7 pages. pdf.
J. Pasquet, S. Bringay, M. Chaumont, “Steganalysis with
Cover-Source Mismatch and a Small Learning
Database”, EUSIPCO 2014, 22nd
European Signal Processing Conference 2014, Lisbon, Portugal, sep.,
2014, 5 pages. abstract.
pdf.
slides.
poster.
--- 2013
Version du manuscrit d'HDR soutenue le 23 juillet 2013 (pdf).
Slides (pdf).
J. Pasquet, S. Bringay, et M. Chaumont « Des millions
d'images pour la
stéganalyse : inutile », CORESA’2013,
COmpression et REprésentation des
Signaux
Audiovisuels, Le Creusot, France, 28-29 novembre, 2013, 6 pages. (pdf).
Poster (pdf).
M.
Chaumont, L. Tribouillard, G. Subsol, F. Courtade, J. Pasquet and M.
Derras, "Automatic localization of tombs in aerial imagery: application
to the digital archiving of cemetery heritage", Digital Heritage -
International Congress 2013 - 28 Oct - 01 Nov, Marseille, France.
Acceptance Rate around 25%, 4 pages (pdf).
Slides (pdf).
S. Kouider and M. Chaumont and W. Puech, "Adaptive Steganography by
Oracle (ASO)", ICME'2013,
IEEE International Conference on Multimedia and Expo, San Jose,
California, USA, July 15 - 19, 2013, 6 pages (pdf).
Acceptance Rate around 30%. Poster (pdf).
Z. Shahid, M. Chaumont, and W. Puech, "H.264/AVC video watermarking for
active fingerprinting based on Tardos code", Signal, Image and Video
Processing, Springer,
Special Issue on Image and Video Processing for Security,
Editor-in-Chief: Murat Kunt, Journal no. 11760. Publication date:
Beginning of 2013.
Z. Shahid, M. Chaumont, and W. Puech, Chapter “Joint Entropy
Coding and
Encryption in AVS Video Codec” from the Book
“Recent Trends in Image
and Video Processing”, Edited by Zafar Shahid, iConcept
Press,
www.iConceptPress.com, ISBN 978-14775548-3-8, 2013, 19 pages (pdf).
Also available from: http://www.iconceptpress.com/
La "stéganographie/stéganalyse" : partie1,
partie
2.
Emission radio, janvier 2013 : Radio Aviva 88fm
Montpellier - émission "Ramène ta
science".
Le "tatouage numérique" partie1,
partie
2.
Emission radio, février 2013 : Radio Aviva 88fm
Montpellier - émission "Ramène ta
science".
--- 2012
M. Chaumont, W. Puech, and C. Lahanier,
"Securing Color Information of an Image by Concealing the Color
Palette", The Journal of Systems & Software (JSS), Elsevier,
Accepted 13 Nov 2012, DOI : 10.1016/j.jss.2012.11.042, 14 pages, (pdf).
M. Chaumont, "Rotation Based Acceleration of Informed Embedding in DPTC
Watermarking Scheme", International Journal of Image Processing and
Visual Communication (IJIPVC),
Open access journal (Creative Commons License 3.0), Chief Editor:
Avinash Jha, Volume: 1, Issue: 2, pages: 19-28, October 15th 2012. ISSN
(Online) 2319-1724. 10 pages (pdf).
http://www.ijipvc.org/issue_2.html.
M. Chaumont and S. Kouider, "Steganalysis by Ensemble Classifiers with
Boosting by Regression, and Post-Selection of Features", ICIP'2012,
IEEE International Conference on Image Processing, Lake Buena Vista
(suburb of Orlando), Florida, USA, September 30 - October 3, 2012, 4
pages (pdf).
Slides (pdf).
S. Kouider and M. Chaumont and W. Puech, "Technical Points About
Adaptive Steganography by Oracle (ASO)", EUSIPCO'2012, 20th
European Signal Processing Conference 2012, Bucharest, Romania, August
27 - 31, 2012, pages 1703-1707, 5 pages (pdf).
Slides (pdf).
S. Kouider, M. Chaumont, et W. Puech, «
Stéganographie Adaptative par
Oracle (ASO) », CORESA’2012, COmpression et
REprésentation des Signaux
Audiovisuels, Lille, France, 24-25 mai, 2012, 6 pages,
http://www-rech.telecom-lille1.eu/coresa2012/. (pdf).
Slides (pdf).
I. Diop, S. M. Farssi, M. Chaumont, O. Khouma, et H. B.
Diouf, «
Utilisation des codes LDPC en stéganographie »,
CORESA’2012,
COmpression et REprésentation des Signaux Audiovisuels,
Lille, France,
24-25 mai, 2012, 7 pages,
http://www-rech.telecom-lille1.eu/coresa2012/. (pdf).
Poster (pdf).
I. Diop, and S. Farssi, and M. Chaumont, and M. Khouma, and O. Diouf,
and H. B. Tall, and K. Sylla, " Using of LDPC codes in steganography ",
Journal of Theoretical and Applied Information Technology
(www.jatit.org), April 2012, 38(1), 103–109. ISSN:18173195. (pdf).
D. Goudia, M. Chaumont, W. Puech, and N. H. Said, "Quantization
Watermarking for Joint Compression and Data Hiding Schemes",
Watermarking / Book 1, édité par Dr. Mithun Das
Gupta, ISBN
979-953-307-583-8 – InTech, 2012, 26 pages. (pdf),
http://www.intechopen.com/books/watermarking-volume-1/quantization-watermarking-for-joint-compression-and-data-hiding-schemes.
D. Goudia, M. Chaumont, W. Puech et N. H. Said, "Joint Trellis Coded
Quantization Watermarking for JPEG2000 images", Annals of
telecommunications - annales des
télécommunications:
Volume 67, Issue 7, Signal, Image and Multimedia Processing, Springer,
DOI : 10.1007/s12243-011-0280-9, pages 407-421, 2012. Impact
Factors = 0.602 (JCR : Journal Citation Reports de Thomson Reuters
2010). (pdf).
http://www.springerlink.com/openurl.asp?genre=article&id=doi:10.1007/s12243-011-0280-9.
--- 2011
D. Goudia, M. Chaumont, et W. Puech N. H. Said, « Un
Schéma conjoint de
dissimulation de données (Data Hiding) dans JPEG2000
basé sur la
quantification codée par treillis (TCQ) »,
23ème édition du colloque
GRETSI sur le traitement du signal et des images, Bordeaux, Septembre
2011, 4 pages (pdf),
(slides).
D. Goudia, M. Chaumont, W. Puech, and N. H. Said, “A Joint
Trellis
Coded Quantization (TCQ) Data Hiding Scheme in the JPEG2000 Part 2
Coding Framework”, The 19th European Signal Processing
Conference,
EUSIPCO’2011, Barcelona, Spain, September 2011, 5 pages (pdf),
(slides).
M.
Chaumont, and D. Goudia, “TCQ Practical Evaluation in the
Hyper-Cube
Watermarking Framework”, IEEE International Conference on
Multimedia
and Expo, ICME'2011,
Barcelona, Spain, 11-15 July 2011, 6 pages (pdf),
(poster).
M. Chaumont, Invited
Paper – Tutorial:
“Ensuring security of H.264 videos by using
watermarking”, Mobile
Multimedia/Image Processing, Security, and Applications, Part of SPIE
Defense, Security, and Sensing, DSS'2011, SPIE'2011, Orlando,
Florida, USA, 25-29 April 2011, Volume 8063, 10 pages (pdf),
(slides).
Z. Shahid, M. Chaumont, and W. Puech, Chapter “Scalable Video
Coding”
from the Book “Effective Video Coding for Multimedia
Applications”,
Edited by Sudhakar Radhakrishnan, Editor InTech, Croatia,
http://intechweb.org/, ISBN 978-953-307-177-0, 292 pages, April 2011,
18 pages (pdf).
Also available from:
http://www.intechopen.com/books/show/title/effective-video-coding-for-multimedia-applications.
Z. Shahid, M. Chaumont and W. Puech, “Considering the
reconstruction
loop for data hiding of intra- and inter-frames of H.264/AVC ", Signal, Image and Video
Processing, Springer,
pp 1-19, April 2011 (pdf).
Z. Shahid, M. Chaumont and W. Puech, “Fast Protection of
H.264/AVC by
Selective Encryption of CAVLC and CABAC for I & P Frames ",
IEEE Transactions on
Circuits and Systems for Video Technology., Vol 9, March
2011, 17 pages (pdf).
M. Chaumont, D. Goudia, W. Puech, “Hyper-cube watermarking
scheme”, VIPC’2011, SPIE’2011,
Visual Information Processing and Communication II, Part of
IS&T/SPIE 23th Annual Symposium on Electronic Imaging, San
Francisco, California, USA, 23-27 January 2011, Volume 7882, paper
7882-10, 9 pages (pdf).
Slides (pdf).
D. Goudia, M. Chaumont, W. Puech, N. Hadj Said, “A joint
JPEG2000
compression and watermarking system using a TCQ-based quantization
scheme”, VIPC’2011, SPIE’2011,
Visual Information Processing and Communication II, Part of
IS&T/SPIE 23th Annual Symposium on Electronic Imaging, San
Francisco, California, USA, 23-27 January 2011, Volume 7882, paper
7882-11 (pdf).
Slides (pdf).
--- 2010
D. Goudia, M. Chaumont, W. Puech, and N. Hadj Said, «
Tatouage et
Compression Conjoint dans JPEG2000 avec un Algorithme de Quantification
Codée par Treillis (TCQ) », CORESA’2010,
COmpression et REprésentation des Signaux Audiovisuels,
Lyon, France,
26-27 Octobre, 2010, 6 pages,
http://liris.cnrs.fr/coresa2010/index.php?page=accueil. (pdf).
Slides (pdf).
("top 5 paper";
Article sélectionné pour publication d'une
version étendue dans une revue internationale,
http://liris.cnrs.fr/coresa10/).
Z.
Shahid, M. Chaumont and W. Puech, “Spread Spectrum-Based
Watermarking
for Tardos Code-Based Fingerprinting of H.264/AVC Video”, ICIP'2010, IEEE
International Conference on Image Processing, Hong-Kong, China, 26-29
September, 2010, 4 pages (pdf)
(demo_video).
Poster (pdf).
Z. Shahid, M. Chaumont and W. Puech, “Over The Real-Time
Selective Encryption of AVS Video Coding Standard”, EUSIPCO’2010,
The 18th European Signal Processing Conference, Aalborg, Denmark, 23-27
August, 2010, 5 pages (pdf).
Slides (pdf).
Z. Shahid, M. Chaumont and W. Puech, “Selective Encryption of
C2DVLC of AVS Video Coding Standard for I & P Frames” ICME’2010,
IEEE International Conference on Multimedia & Expo, Singapore,
19-23 July, 2010, 6 pages (pdf).
Slides (pdf).
M. Chaumont, Tutorial: "H.264
video watermarking: applications, principles, deadlocks, and future",
IPTA'2010,
International Conference on Image Processing Theory, Tools and
Applications,
July 7-10, Paris, France,
http://ipta10.ibisc.univ-evry.fr/doku.php?id=tutorials. (pdf)
(demo_video).
M.
Chaumont, « A Novel Embedding Technique For Dirty Paper
Trellis
Codes Watermarking”, VIPC’2010, SPIE’2010,
Visual Information Processing and
Communication, Part of IS&T/SPIE 22th Annual Symposium on
Electronic Imaging, San Jose, California, USA, 17-21 January 2010,
Volume 7543, paper 7543-38 (pdf).
Poster (pdf).
--- 2009
O. Berrezoug et M.
Chaumont, « Tatouage robuste aux
attaques de désynchronisations »
MajecSTIC’2009, MAnifestation des
JEunes Chercheurs en Sciences et Technologies de l'Information et de la
Communication (conférence organisée par des
doctorants pour des
chercheurs
débutants : Master 2, doctorants, post-docs, ATER...),
Avignon, France, 16-18 novembre, 2009, 8 pages (pdf).
Slides (pdf).
Z. Shahid, M. Chaumont and W. Puech, « Selective and Scalable
Encryption of Enhancement Layers for Dyadic Scalable H.264/AVC by
Scrambling of Scan Patterns », ICIP'2009,
IEEE
International
Conference
on Image Processing, Cairo, Egypt, 7-11 November, 2009, 4
pages
(pdf).
Poster (pdf).
M. Chaumont and W. Puech, Chapter “Protecting the color
information by
hiding it” from the Book "Recent Advances in Signal
Processing", Edited by Ashraf
A Zaher, Editor InTech,
Croatia,
http://intechweb.org/, ISBN
978-953-307-002-5, 544 pages, November 2009, (pdf).
Also available
from: http://sciyo.com/articles/show/title/protecting-the-color-information-by-hiding-it.
M.Chaumont, « Une nouvelle technique pour le tatouage par
Dirty
Paper Trellis Code (DPTC) », GRETSI’2009,
22ème
Colloque GRETSI
sur le traitement du signal et des images, Dijon, France, 8-11
Septembre, 2009, 4 pages (pdf).
Slides
(pdf).
M. Chaumont, « Psychovisual Rotation-based DPTC Watermarking
Scheme », EUSIPCO’2009,
The 17th European Signal Processing Conference,
Glasgow, Scotland, 24-28
August, 2009 (pdf).
Slides (pdf).
Z. Shahid, P. Meuel, M. Chaumont and W. Puech, « Considering
the
Reconstruction Loop for Watermarking of Intra and Inter Frames of
H.264/AVC », EUSIPCO’2009,
The 17th European Signal Processing Conference,
Glasgow,
Scotland, 24-28 August, 2009 (pdf).
Poster (pdf).
Z. Shahid, M. Chaumont and W. Puech, « Fast Protection of
H.264/AVC by Selective Encryption
of CABAC For I & P Frames », EUSIPCO’2009,
The 17th
European Signal Processing Conference, Glasgow, Scotland, 24-28 August,
2009 (pdf).
Slides (pdf).
M.
Chaumont, “ Fast Embedding Technique For Dirty Paper Trellis
Watermarking,” in
8th International Workshop on Digital Watermarking, IWDW’2009,
University of
Surrey, Guildford, United Kingdom, Aug. 2009(pdf).
Poster (pdf).
Z. Shahid, M. Chaumont and W. Puech, «
Fast Protection of H.264/AVC by Selective Encryption of
CABAC », ICME’2009,
IEEE International Conference on
Multimedia and Expo, New York City, June 28 - July 3, 2009
(pdf).
Slides (pdf).
N. Tournier, M. Chaumont, W. Puech, "Tatouage informé
hiérarchique d’un message
hiérarchisé (en
vue de la protection vidéo)" CORESA’2009,
COmpression et
REprésentation des Signaux Audiovisuels, Toulouse, 19-20
Mars
2009, (pdf).
Slides (pdf).
Z. Shahid, M. Chaumont and W. Puech, « Fast
Protection of H.264/AVC by Selective Encryption »,
Singaporean-French IPAL Symposium, SinFra’2009, Fusionopolis,
Singapore, 18th - 20th February 2009, (pdf).
M. Chaumont et W. Puech, « A High Capacity Reversible
Watermarking Scheme », VCIP’2009, SPIE’2009,
Visual
Communications and Image Processing, Part of IS&T/SPIE 21th
Annual
Symposium on Electronic Imaging, San Jose, California, USA,
18–22
January 2009, Paper 7257-54, 9 pages, (pdf).
Poster (pdf).
Source Code (zip).
Z. Shahid, M. Chaumont and W. Puech, « An Adaptive Scan of
High
Frequency Subbands of Dyadic Intra Frame in MPEG4-AVC/H.264 Scalable
Video Coding », VCIP’2009, SPIE’2009,
Visual
Communications and Image Processing, Part of IS&T/SPIE 21th
Annual
Symposium on Electronic Imaging, San Jose, California, USA,
18–22
January 2009, Paper 7257-29, (pdf).
--- 2008
M. Chaumont et W. Puech, « A 8-Bit-Grey-Level Image Embedding
its 512 Color Palette », EUSIPCO’2008,
The 16th European
Signal Processing Conference, August 25-29, Lausanne, Switzerland, 5
pages. (pdf).
Poster (pdf)
M. Chaumont et W. Puech, « Attack by colorization of a
grey-level
image hiding its color palette » ICME’2008,
IEEE
International Conference on Multimedia & Expo, June 23-26,
Hannover, Germany, 4 pages. (pdf).
Poster (pdf)
W. Puech, M. Chaumont and O. Strauss, « A Reversible Data
Hiding
Method for Encrypted Images », SPIE’2008,
Security,
Forensics, Steganography, and Watermarking of Multimedia Contents X,
Part of IS&T/SPIE 20th Annual Symposium on Electronic Imaging,
San
Jose, California, USA, Wedneday 30 January 2008, paper 6819-50. (pdf)
--- 2007
P. Meuel, M. Chaumont and W. Puech, «
Insertion de
données cachées pour
une reconstruction sans perte de Régions
d’Intérêts dans des vidéos
H.264 » CORESA’2007, COmpression et
REprésentation des Signaux
Audiovisuels, Montpellier, 8-9 Novembre 2007. (version
pdf).
M. Chaumont and W. Puech, « A Grey-Level Image
Embedding its
Color Palette », ICIP’2007,
IEEE International
Conference
on Image Processing, San Antonio, Texas, USA, 16-19 September, 2007, 4
pages.
(version
pdf). Poster poster.pdf.
P. Meuel, M. Chaumont and W. Puech, « Data Hiding in H.264
Video
For Lossless Reconstruction of Region », EUSIPCO’2007,
15th
European Signal Processing Conference, Poznan, Poland, 3-7 September,
2007, 5 pages. (version
pdf).
M. Chaumont et W. Puech, « Insertion d’une palette
couleur
dans une image en niveaux de gris », GRETSI’2007,
21ème Colloque GRETSI sur le traitement du signal et des
images,
Troyes, France, 11-14 Septembre, 2007, 4 pages,
http://www.gretsi2007.org/. (version
pdf). Poster poster.pdf.
M. Chaumont et W. Puech, « Fast Protection
of the Color of High Dimension Digital Painting Images »,
WIAMIS’2007,
The 8th International Workshop on Image Analysis for Multimedia
Interactive Services, Santorini, Greece, 6-8 June, 2007, 4 pages. (version
pdf). Poster poster.pdf.
M. Chaumont et W. Puech. "A Fast and Efficient Method to
Protect Color Images", Visual Communications and Image
Processing, Part of the
IS&T/SPIE
Symposium on Electronic Imaging, VCIP’2007, SPIE’2007,
San
Jose, Californie, USA, 28 Janvier – 1 Février
2007.
(version
pdf). Poster poster.pdf.
M. Chaumont et W. Puech. "3D face model tracking based on a
multiresolution active search", Visual Communications and
Image Processing, Part of the
IS&T/SPIE
Symposium on Electronic Imaging, VCIP’2007, SPIE’2007,
San
Jose, Californie, USA, 28 Janvier – 1 Février
2007.
(version
pdf). Poster
poster.pdf.
K. Hayat, W. Puech, G. Gesquière, M. Chaumont. «
Wavelet-based data-hiding of DEM in the context of real-time 3D
visualization » , Visualization and Data Analysis 2007, Part
of
the IS&T/SPIE Symposium on Electronic Imaging,
VDA’2007, SPIE’2007,
San Jose, Californie, USA, 28 Janvier –
1
Février 2007. (version
pdf). Poster poster.pdf.
--- 2006
M. Chaumont et W. Puech, « Une image couleur
cachée dans une image en niveaux de gris
», COmpression et REprésentation des
Signaux Audiovisuels,
CORESA’2006, Novembre 2006. (version
pdf).
K. Hayat, W. Puech, G. Gesquières, M.
Chaumont.
"Visualisation 3D temps-réel à distance de MNT
par
insertion de données cachées basée
ondelettes",COmpression et REprésentation des Signaux
Audiovisuels, CORESA’2006, Novembre 2006. ( version
pdf).
M. Chaumont et W. Puech. « A DCT-Based
Data-Hiding
Method to
Embed the Color Information in a JPEG Grey Level Image », EUSIPCO’2006,
The European Signal Processing Conference,
Pise,
Italie, Septembre 2006. (version
pdf).
M. Chaumont et W. Puech. "A Color Image in a Grey-Level
Image", The
Third European
Conference on Colour in Graphics, Imaging, and Vision,
CGIV’2006, Leeds, United Kingdom, Juin 2006. (version pdf)
J. M. Rodrigues, W. Puech, P. Meuel, J. C. Bajard and M.
Chaumont. "Face Protection with Fast Selective Encryption in a Video
Sequence", Imaging for
Crime Detection and Prevention (The Crime and Security
Conference), ICDP’2006, IEE conference on Crime and Security,
Juin 2006. (version
pdf)
B. Beaumesnil, M. Chaumont et F. Luthon. "Liptracking
and
MPEG4 Animation with Feedback Control", IEEE International
Conference On Acoustics, Speech, and Signal Processing, ICASSP’2006,
Mai 2006.
(démo modèle3D
; démo suivi). (version
pdf).
--- 2005
M. Chaumont, B. Beaumesnil.
"Robust
and Real-Time 3D-Face Model Extraction", IEEE
International Conference on Image Processing, ICIP’2005,
Sept. 2005. (version
pdf)
M. Chaumont, "Extraction
d'un
modèle 3D de
visage en temps-réel et de manière robuste", 20ème
Colloque GRETSI sur le traitement
du
signal et des images, GRETSI’2005, Sept. 2005. (version
pdf)
B. Beaumesnil, F. Luthon, M. Chaumont,
"Extraction temps-réel de contours labiaux par segmentation
vidéo robuste en vue d'animation 3D", 20ème
Colloque GRETSI sur le traitement du signal et des
images,
GRETSI’2005, Sept. 2005. (version
pdf)
--- 2002 - 2004
M.
Chaumont, S. Pateux, et H.
Nicolas, "Object-based
video coding
using a dynamic coding approach", IEEE.
International Conference On Image Processing, ICIP’2004,
Oct.
2004, (version
pdf).
Fichier power-point (poster) : poster.ppt.
Thèse
de M. Chaumont,
"Représentation en objets vidéo pour un codage
progressif
et concurrentiel des séquences d'images", 13 novembre 2003, (version
pdf).
M.
Chaumont, N. Camas et S.
Pateux, "Fully scalable
object based
video coder based on
analysis-synthesis scheme", IEEE. International
Conference On Image Processing, ICIP’2003,
Sep.
2003, (version
pdf).
Fichier power-point auto-extractible
(présentation
à emporter) : pngsetup.exe
+ pres0.ppz.
M.
Chaumont, S. Pateux, et H.
Nicolas, "Codage
efficace
de contour
avec perte utilisant la
consistance spatio-temporelle", Colloque GRETSI sur
le traitement du signal et des images,
GRETSI’2003, Sep. 2003, (version
pdf). Fichier power-point auto-extractible
(présentation
à emporter) : pngsetup.exe
+ pres0.ppz.
M.
Chaumont, S. Pateux, and
H. Nicolas, "Efficient
lossy contour
coding using spatio-temporal
consistency", Picture Coding Symposium, PCS2003,
Apr. 2003, (version
pdf). Fichier power-point auto-extractible
(présentation
à emporter) : pngsetup.exe
+ pres0.ppz.
M.
Chaumont, S. Pateux,
and
H. Nicolas, "Segmentation
of non-rigid
video objects using long term
temporal consistency", IEEE. International
Conference on Image
Processing, ICIP2002,
Sep. 2002, (version
pdf). |
