7 PhD students (Supervision / Co-supervision)

• BEN YOUNES Hedi : Multi-modal representation learning towards visual reasoning.
• BROOKS Daniel : .
• CHEN Yifu : .
• ENGILBERGE Martin : .
• MEHR Eloi : .
• ROBERT Thomas : Weakly and semi-supervised learning for image classification.
• SAPORTA Antoine : .

14 PhD graduated 2009 - 2019

2006-2019 Publications

• 2019
  • M. Blot, D. Picard, N. Thome, M. Cord : “Distributed Optimization for Deep Learning with Gossip Exchange”, Neurocomputing, vol. 330, pp. 287-296, (Elsevier) (2019)
  • Th. Durand, N. Thome, M. Cord : “Exploiting Negative Evidence for Deep Latent Structured Models”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41 (2), pp. 337-351, (Institute of Electrical and Electronics Engineers) (2019)
  • H. Ben‑younes, R. Cadene, N. Thome, M. Cord : “BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection”, AAAI 2019 - 33^rd AAAI Conference on Artificial Intelligence, Honolulu, USA (2019)
  • R. Cadene, H. Ben‑younes, M. Cord, N. Thome : “MUREL: Multimodal Relational Reasoning for Visual Question Answering”, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA (2019)
• 2018
  • T. Mordan, N. Thome, G. Henaff, M. Cord : “End-to-End Learning of Latent Deformable Part-Based Representations for Object Detection”, International Journal of Computer Vision, (Springer Verlag) (2018)
  • Th. Durand, N. Thome, M. Cord : “SyMIL: MinMax Latent SVM for Weakly Labeled Data”, IEEE Transactions on Neural Networks and Learning Systems, vol. 29 (12), pp. 6099-6112, (IEEE) (2018)
  • M. Carvalho, R. Cadene, D. Picard, L. Soulier, N. Thome, M. Cord : “Cross-Modal Retrieval in the Cooking Context”, The 41^st International ACM SIGIR Conference, Ann Arbor, Michigan, USA, (ACM Press) (2018)
  • Th. Robert, N. Thome, M. Cord : “HybridNet: Classification and Reconstruction Cooperation for Semi-supervised Learning”, ECCV 2018 - 15^th European Conference on Computer Vision, vol. 11211, Lecture Notes in Computer Science, Munich, Germany, pp. 158-175 (2018)
  • M. Carvalho, R. Cadene, D. Picard, L. Soulier, M. Cord : “Images & Recipes: Retrieval in the cooking context”, International Conference on Data Engineering (ICDE), DECOR workshop, Paris, France (2018)
  • T. Mordan, N. Thome, G. Henaff, M. Cord : “Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection”, 32^nd Conference on Neural Information Processing Systems (NeurIPS), Montréal, Canada (2018)
  • M. Blot, Th. Robert, N. Thome, M. Cord : “SHADE: Information-Based Regularization for Deep Learning”, ICIP 2018 - 25^th IEEE International Conference on Image Processing, Athènes, Greece, pp. 813-817, (IEEE) (2018)
• 2017
  • X. Wang, N. Thome, M. Cord : “Gaze Latent Support Vector Machine for Image Classification Improved by Weakly Supervised Region Selection”, Pattern Recognition, vol. 72, pp. 59-71, (Elsevier) (2017)
  • T. Mordan, N. Thome, M. Cord, G. Henaff : “Deformable Part-based Fully Convolutional Network for Object Detection”, British Machine Vision Conference (BMVC), London, United Kingdom (2017)
  • H. Ben‑younes, R. Cadene, M. Cord, N. Thome : “MUTAN: Multimodal Tucker Fusion for Visual Question Answering”, 2017 IEEE International Conference on Computer Vision (ICCV), 2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, pp. 2631-2639, (IEEE) (2017)
  • Th. Durand, T. Mordan, N. Thome, M. Cord : “WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, USA (2017)
• 2016
  • Marc T. Law, N. Thome, M. Cord : “Learning a Distance Metric from Relative Comparisons between Quadruplets of Images”, International Journal of Computer Vision, pp. 1-30, (Springer Verlag) (2016)
  • M. Carvalho, M. Cord, S. Avila, N. Thome, E. Valle : “Deep Neural Networks Under Stress”, IEEE International Conference on Image Processing (ICIP 2016), Phoenix, AZ, USA (2016)
  • X. Wang, N. Thome, M. Cord : “GAZE LATENT SUPPORT VECTOR MACHINE FOR IMAGE CLASSIFICATION”, IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA (2016)
  • M. CHEVALIER, N. Thome, M. Cord, J. Fournier, G. Henaff, E. Dusch : “LOW RESOLUTION CONVOLUTIONAL NEURAL NETWORK FOR AUTOMATIC TARGET RECOGNITION”, 7^th International Symposium on Optronics in Defence and Security, Paris, France (2016)
  • M. Blot, M. Cord, N. Thome : “Max-min convolutional neural networks for image classification”, ICIP 2016 - IEEE International Conference on Image Processing, Phoenix, USA, pp. 3678-3682, (IEEE) (2016)
  • Th. Durand, N. Thome, M. Cord : “WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks”, 29^th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, USA (2016)
• 2015
  • C. Le Barz, N. Thome, M. Cord, S. Herbin, M. Sanfourche : “Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning”, 6^th international Workshop on Computer Vision in Vehicle Technology, CHICAGO, United States (2015)
  • M. Law, N. Thome, S. Gançarski, M. Cord : “Apprentissage de métrique appliqué à la détection de changement de page Web et aux attributs relatifs”, CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12^th French Information Retrieval Conference, Paris, France (2015)
  • C. Le Barz, N. Thome, M. Cord, S. Herbin, M. Sanfourche : “EXEMPLAR BASED METRIC LEARNING FOR ROBUST VISUAL LOCALIZATION”, IEEE International Conference on Image Processing, ICIP 2015, Québec, Canada, pp. 388-w6mp-151 (2015)
  • M. CHEVALIER, N. Thome, M. Cord, J. Fournier, G. Henaff, E. Dusch : “LR-CNN FOR FINE-GRAINED CLASSIFICATION WITH VARYING RESOLUTION”, IEEE International Conference on Image Processing, Québec city, Canada (2015)
  • Th. Durand, N. Thome, M. Cord : “MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking”, IEEE International Conference on Computer Vision (ICCV15), Santiago, Chile (2015)
  • X. Wang, D. Kumar, N. Thome, M. Cord, F. Precioso : “RECIPE RECOGNITION WITH LARGE MULTIMODAL FOOD DATASET”, IEEE International Conference on Multimedia & Expo (ICME), workshop CEA, Turin, Italy (2015)
• 2014
  • H. Goh, N. Thome, M. Cord, J.‑H. Lim : “Learning Deep Hierarchical Visual Feature Coding”, IEEE Transactions on Neural Networks and Learning Systems, vol. 25 (12), pp. 2212-2225, (ISBN: 2162-237X) (2014)
  • C. Iovan, P.‑H. Cournède, Th. Guyard, B. Bayol, D. Boldo, M. Cord : “Model-Based Analysis-Synthesis for Realistic Tree Reconstruction and Growth Simulation”, IEEE Transactions on Geoscience and Remote Sensing, vol. 52 (2), pp. 1438-1450 (2014)
  • Ch. Theriault, N. Thome, M. Cord, P. Pérez : “Perceptual principles for video classification with Slow Feature Analysis”, IEEE Journal of Selected Topics in Signal Processing, vol. 8 (3), pp. 428-437, (ISBN: 1932-4553) (2014)
  • R. Minetto, N. Thome, M. Cord, Neucimar J. Leite, J. Stolfi : “SnooperText: A Text Detection System for Automatic Indexing of Urban Scenes”, Computer Vision and Image Understanding, vol. 122, pp. 92-104, (ISBN: 1077-3142) (2014)
  • M. Law, N. Thome, M. Cord : “Fantope Regularization in Metric Learning”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, pp. 1051-1058, (IEEE) (2014)
  • C. Le Barz, N. Thome, M. Cord, S. Herbin, M. Sanfourche : “Global Robot Ego-localization Combining Image Retrieval and HMM-based Filtering”, 6^th Workshop on Planning, Perception and Navigation for Intelligent Vehicles, Chicago, United States, pp. 6 p. (2014)
  • Th. Durand, N. Thome, M. Cord, D. Picard : “Incremental learning of latent structural SVM for weakly supervised image classification”, IEEE International Conference on Image Processing, Paris, France, pp. 4246-4250, (IEEE) (2014)
  • Th. Durand, D. Picard, N. Thome, M. Cord : “SEMANTIC POOLING FOR IMAGE CATEGORIZATION USING MULTIPLE KERNEL LEARNING”, IEEE International Conference on Image Processing, Paris, France (2014)
  • G. Dulac‑Arnold, L. Denoyer, N. Thome, M. Cord, P. Gallinari : “Sequentially Generated Instance-Dependent Image Representations for Classification”, arXiv preprint arXiv:1312.6594 International Conference on Learning Representations, ICLR 2014, Banff, Canada (2014)
  • M. Law, N. Thome, M. Cord : “Bag-of-Words Image Representation: Key Ideas and Further Insight”, chapter in Fusion in Computer Vision - Understanding Complex Visual Content, Advances in Computer Vision and Pattern Recognition, pp. 29-52, (Springer) (2014)
• 2013
  • Ch. Theriault, N. Thome, M. Cord : “Extended Coding and Pooling in the HMAX Model”, IEEE Transactions on Image Processing, vol. 22 (2), pp. 764-777, (ISBN: 1057-7149) (2013)
  • D. Picard, N. Thome, M. Cord : “JKernelMachines: A simple framework for Kernel Machines”, Journal of Machine Learning Research, vol. 14, pp. 1417-1421, (ISBN: 1532-4435) (2013)
  • S. Avila, N. Thome, M. Cord, E. Valle, A. de Albuquerque Araújo : “Pooling in Image Representation: the Visual Codeword Point of View”, Computer Vision and Image Understanding, vol. 117 (5), pp. 453-465, (ISBN: 1077-3142) (2013)
  • R. Minetto, N. Thome, M. Cord, Neucimar J. Leite, J. Stolfi : “T-HOG: an Effective Gradient-Based Descriptor for Single Line Text Regions”, Pattern Recognition, vol. 46 (3), pp. 1078-1090, (ISBN: 0031-3203) (2013)
  • J. Fabrizio, B. Marcotegui, M. Cord : “Text detection in street level images”, Pattern Analysis and Applications, vol. 16 (4), pp. 519-533 (2013)
  • Ch. Theriault, N. Thome, M. Cord : “Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis.”, IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, pp. 2603-2610, (IEEE) (2013)
  • S. Avila, N. Thome, M. Cord, E. Valle, A. de Albuquerque Araújo : “Extended Bag-of-Words Formalism for Image Classification”, Brazilian Symposium on Computer Graphics and Image Processing, Arequipa, Peru (2013)
  • Th. Durand, N. Thome, M. Cord, S. Avila : “Image Classification using Object Detectors”, IEEE International Conference on Image Processing, Melbourne, Australia, pp. 4340-4344, (IEEE) (2013)
  • M. Law, N. Thome, M. Cord : “Quadruplet-wise Image Similarity Learning”, IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, pp. 249-256, (IEEE) (2013)
  • H. Goh, N. Thome, M. Cord, J.‑H. Lim : “Top-Down Regularization of Deep Belief Networks”, Advances in Neural Information Processing Systems 26, Lake Tahoe, USA, pp. 1878-1886 (2013)
• 2012
  • D. Picard, A. Revel, M. Cord : “An Application of Swarm Intelligence to Distributed Image Retrieval”, Information Sciences, vol. 192, pp. 71-81, (ISBN: 0020-0255) (2012)
  • D. Gorisse, M. Cord, F. Precioso : “Locality sensitive hashing for chi2 distance”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34 (2), pp. 402-410 (2012)
  • S. Avila, N. Thome, M. Cord, E. Valle, A. de Albuquerque Araújo : “BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task”, Working Notes of the Conference and Labs of the Evaluation Forum (CLEF) (2012)
  • C. Iovan, D. Picard, N. Thome, M. Cord : “Classification of Urban Scenes from Geo-referenced Images in Urban Street-View Context”, Machine Learning and Applications (ICMLA), 2012 11^th International Conference on, vol. 2, Boca Raton, Florida, United States, pp. 339-344 (2012)
  • J. Guyomard, N. Thome, M. Cord, Th. Artières : “Contextual Detection of Drawn Symbols in Old Maps”, International Conference on Image Processing (ICIP), Orlando, Florida, USA, pp. 837-840, (IEEE) (2012)
  • M. Law, N. Thome, M. Cord : “Hybrid Pooling Fusion in the BoW Pipeline”, ECCV 2012 Workshop on Information fusion in Computer Vision for Concept Recognition (ECCV-IFCVCR 2012), vol. 7585, Lecture Notes in Computer Science, Florence, Italy, pp. 355-364, (Springer) (2012)
  • N. Ballas, B. Labbé, A. Shabou, H. Le Borgne, Ph. Gosselin, M. Redi, B. Merialdo, H. Jégou, J. Delhumeau, R. Vieux, B. Mansencal, J. Benois‑Pineau, S. Ayache, A. Hamadi, B. Safadi, F. Thollard, N. Derbas, G. Quénot, H. Bredin, M. Cord, B. Gao, Ch. Zhu, Y. Tang, E. Dellandrea, Ch. Bichot, L. Chen, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin, T. Trung, D. PETROVSKA‑DELACRÉTAZ, G. Chollet, A. Stoian, M. Crucianu : “IRIM at TRECVID 2012: Semantic Indexing and Instance Search”, TRECVID - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, USA, pp. 12p. (2012)
  • D. Picard, N. Thome, M. Cord, A. Rakotomamonjy : “Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm”, 20^th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, pp. 79-84 (2012)
  • M. Law, N. Thome, S. Gançarski, M. Cord : “Structural and Visual Comparisons for Web Page Archiving”, 12^th edition of the ACM Symposium on Document Engineering, DocEng'12, Paris, France, pp. 117-120, (ACM) (2012)
  • M. Law, C. Sureda Gutierrez, N. Thome, S. Gançarski, M. Cord : “Structural and Visual Similarity Learning for Web Page Archiving”, 10^th workshop on Content-Based Multimedia Indexing (CBMI), Annecy, France, pp. 1-6, (IEEE) (2012)
  • H. Goh, N. Thome, M. Cord, J.‑H. Lim : “Unsupervised and Supervised Visual Codes with Restricted Boltzmann Machines”, 12^th European conference on Computer Vision, vol. 7576, Lecture Notes in Computer Science, Florence, Italy, pp. 298-311, (Springer) (2012)
  • J. Benois‑Pineau, F. Precioso, M. Cord : “Visual Indexing and Retrieval”, J. Benois-Pineau, F. Precioso, M. Cord (Eds.), (Briefs in Computer Science, Springer), (ISBN: 978-1-4614-3587-7) (2012)
• 2011
  • D. Gorisse, M. Cord, F. Precioso : “SALSAS: Sub-linear Active Learning Strategy with Approximate k-NN Search”, Pattern Recognition, vol. 44 (10-11), pp. 2244-2254, (ISBN: 0031-3203) (2011)
  • Sh. Zhao, F. Precioso, M. Cord : “Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system”, Multimedia Tools and Applications, vol. 55 (1), pp. 105-125, (ISBN: 1380-7501) (2011)
  • S. Avila, N. Thome, M. Cord, E. Valle, A. de Albuquerque Araújo : “BOSSA: extended BoW formalism for image classification”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, pp. 2909-2912, (IEEE), (ISBN: 978-1-4577-1302-6) (2011)
  • F. Precioso, M. Cord, D. Gorisse, N. Thome : “Efficient Bag-of-Feature kernel representation for image similarity search”, ICIP 2011 - IEEE International Conference on Image Processing, Bruxelles, Belgium, pp. 109-112, (IEEE) (2011)
  • Ch. Theriault, N. Thome, M. Cord : “HMAX-S: DEEP SCALE REPRESENTATION FOR BIOLOGICALLY INSPIRED IMAGE CATEGORIZATION”, IEEE International Conference on Image Processing, Brussels, Belgium, pp. 1261-1264, (IEEE), (ISBN: 978-1-4577-1304-0) (2011)
  • B. Delezoide, F. Precioso, Ph. Gosselin, M. Redi, B. Merialdo, L. Granjon, D. Pellerin, M. Rombaut, H. Jégou, R. Vieux, B. Mansencal, J. Benois‑Pineau, S. Ayache, B. Safadi, F. Thollard, G. Quénot, H. Bredin, M. Cord, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin : “IRIM at TRECVID 2011: Semantic Indexing and Instance Search”, TRECVID 2011 - TREC Video Retrieval Evaluation Online, Gaithersburg, MD, USA, pp. 12p. (2011)
  • H. Goh, K. Łukasz, J.‑H. Lim, N. Thome, M. Cord : “Learning Invariant Color Features with Sparse Topographic Restricted Boltzmann Machines”, ICIP 2011 - IEEE International Conference on Image Processing, Brussels, Belgium, pp. 1241-1244, (IEEE) (2011)
  • R. Minetto, N. Thome, M. Cord, Neucimar J. Leite, J. Stolfi : “SNOOPERTRACK: TEXT DETECTION AND TRACKING FOR OUTDOOR VIDEOS”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, pp. 505-508, (IEEE) (2011)
  • R. Minetto, N. Thome, M. Cord, J. Stolfi, F. Precioso, J. Guyomard, Neucimar J. Leite : “Text Detection and Recognition in Urban Scenes”, International Conference on Computer Vision (ICCV): Workshop on Computer Vision for Remote Sensing of the Environment, Barcelona, Spain, pp. 227-234, (IEEE) (2011)
  • D. Pitzalis, F. Niccolucci, M. Cord : “Using LIDO to handle 3D Cultural Heritage Documentation Data Provenance”, 9^th International Workshop on Content-Based Multimedia Indexing (CBMI 2011), Madrid, Spain, pp. 37-42, (IEEE) (2011)
• 2010
  • E. Valle, M. Cord, S. Philipp‑Foliguet, D. Gorisse : “Indexing personal image collections: A flexible, scalable solution”, IEEE Transactions on Consumer Electronics, vol. 56 (3), pp. 1167-1175, (ISBN: 0098-3063) (2010)
  • D. Picard, N. Thome, M. Cord : “An efficient System for combining complementary kernels in complex visual categorization tasks”, ICIP 2010 - 17^th IEEE International Conference on Image Processing, Hong Kong, Hong Kong SAR China, pp. 3877-3880, (IEEE) (2010)
  • H. Goh, N. Thome, M. Cord : “Biasing Restricted Boltzmann Machines to Manipulate Latent Selectivity and Sparsity”, NIPS 2010 Workshop on Deep Learning and Unsupervised Feature Learning, Vancouver, Canada (2010)
  • D. Gorisse, F. Precioso, Ph. Gosselin, L. Granjon, D. Pellerin, M. Rombaut, H. Bredin, L. Koenig, R. Vieux, B. Mansencal, J. Benois‑Pineau, H. Boujut, C. Morand, H. Jégou, S. Ayache, B. Safadi, Y. Tong, F. Thollard, G. Quénot, M. Cord, A. Benoit, P. Lambert : “IRIM at TRECVID 2010: Semantic Indexing and Instance Search”, TRECVID - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, USA (2010)
  • D. Gorisse, M. Cord, F. Precioso : “Scalable Active learning strategy for object category retrieval”, ICIP 2010 - 17^th IEEE International Conference on Image Processing, Hong Kong, Hong Kong SAR China, pp. 1013-1016, (IEEE) (2010)
  • R. Minetto, N. Thome, M. Cord, J. Fabrizio, B. Marcotegui : “SnooperText: A Multiresolution System for Text Detection in Complex Visual Scenes”, ICIP 2010 - 17^th IEEE International Conference on Image Processing, Hong Kong, Hong Kong SAR China, pp. 3861-3864, (IEEE) (2010)
  • Sh. Zhao, F. Precioso, M. Cord : “STTK-Based Video Object Recognition”, ICIP 2010 - 17^th IEEE International Conference on Image Processing, Hong Kong, Hong Kong SAR China, pp. 3873-3876, (IEEE) (2010)
• 2009
  • E. Valle, D. Picard, M. Cord : “Geometric Consistency Checking for Local-Descriptor Based Document Retrieval”, 9^th ACM symposium on Document engineering (DocEng '09), Munich, Germany, pp. 135-138, (ACM) (2009)
  • B. Delezoide, H. Le Borgne, P.‑A. Moëllic, D. Gorisse, F. Precioso, F. Wang, B. Merialdo, Ph. Gosselin, L. Granjon, D. Pellerin, M. Rombaut, H. Bredin, L. Koenig, H. Lachambre, E. El Khoury, B. Mansencal, Y. Zhou, J. Benois‑Pineau, H. Jégou, S. Ayache, B. Safadi, G. Quénot, J. Fabrizio, M. Cord, H. Glotin, Zh. Zhao, E. Dumont, B. Augereau : “IRIM at TRECVID2009: High Level Feature Extraction”, TREC Video Retrieval Evaluation: TRECVID, Gaithersburg, MD, USA (2009)
  • D. Gorisse, M. Cord, F. Precioso : “Optimization on active learning strategy for object category retrieval”, 16^th IEEE International Conference on Image Processing (ICIP 09), Cairo, Egypt, pp. 1873-1876, (IEEE) (2009)
  • Sh. Zhao, F. Precioso, M. Cord : “Spatio-temporal tube kernel for actor retrieval”, 16^th IEEE International Conference on Image Processing (ICIP 09), Cairo, Egypt, pp. 1885-1888, (IEEE) (2009)
  • D. Picard, M. Cord, E. Valle : “Study of sift descriptors for image matching based localization in urban street view context”, ISPRS workshop CMRT'09. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Paris, France, pp. 193-198 (2009)
  • J. Fabrizio, M. Cord, B. Marcotegui : “TEXT EXTRACTION FROM STREET LEVEL IMAGES”, CMRT09 - CityModels, Roads and Traffic, vol. 38 (Part 3 / W4), U. Stilla, F. Rottensteiner, N. Paparoditis (Ed.), Paris, France, pp. 199-204 (2009)
  • J. Fabrizio, B. Marcotegui, M. Cord : “Text segmentation in natural scenes using toggle-mapping”, 16^th IEEE International Conference on Image Processing (ICIP 09), Le Caire, Egypt, pp. 2373-2376, (IEEE) (2009)
• 2008
  • Ph. Gosselin, M. Cord : “Active learning methods for Interactive Image Retrieval”, IEEE Transactions on Image Processing, vol. 17 (7), pp. 1200-1211, (ISBN: 1057-7149) (2008)
  • Ph. Gosselin, M. Cord, S. Philipp‑Foliguet : “Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval”, Computer Vision and Image Understanding, vol. 110 (3), pp. 403-417, (Elsevier), (ISBN: 1077-3142) (2008)
  • C. Iovan, D. Boldo, M. Cord : “Detection, Characterization and Modeling Vegetation in Urban Areas from High Resolution Aerial Imagery”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 1 (3), pp. 206-213, (ISBN: 1939-1404) (2008)
  • D. Picard, M. Cord, A. Revel : “Image Retrieval over Networks : Active Learning using Ant Algorithm”, IEEE Transactions on Multimedia, vol. 10 (7), pp. 1356-1365, (ISBN: 1520-9210) (2008)
  • Sh. Zhao, F. Precioso, M. Cord, S. Philipp‑Foliguet : “Actor retrieval system based on kernels on bags of bags”, EUSIPCO 2008 - 16^th European Signal Processing Conference, Lausanne, Switzerland, pp. 1-6 (2008)
  • G. Cámara‑Chávez, F. Precioso, M. Cord, S. Philipp‑Foliguet, A. de Albuquerque Araújo : “An interactive video content-based retrieval system”, International Conference on Systems, Signals and Image Processing, Bratislava, Slovakia, pp. 133-136, (IEEE) (2008)
  • C. Iovan, D. Boldo, M. Cord : “Detection, segmentation and characterisation of vegetation in high-resolution aerial images for 3d city modelling”, XXI ISPRS Congress, Beijin, China, pp. 247-252 (2008)
  • D. Gorisse, M. Cord, F. Precioso, S. Philipp‑Foliguet : “Fast approximate kernel-based similarity search for image retrieval task”, ICPR 2008 - 19^th International Conference on Pattern Recognition, Tampa, Florida, USA, pp. 1-4, (IEEE) (2008)
  • E. Valle, M. Cord, S. Philipp‑Foliguet : “Fast Identification of Visual Documents Using Local Descriptors”, ACM Symposium on Document Engineering, DocEng, Sao Paulo, Brazil, pp. 173-176, (ACM) (2008)
  • E. Valle, M. Cord, S. Philipp‑Foliguet : “High-Dimensional Descriptor Indexing for Large Multimedia Databases”, 17^th ACM conference on Information and knowledge management, Napa Valley, California, USA, pp. 739-748, (ACM) (2008)
  • D. Picard, A. Revel, M. Cord : “Image retrieval over networks: ant algorithm for long term active learning”, CBMI 2008, 6^th International Workshop on Content Based Multimedia Indexing, London, United Kingdom, pp. 439-445, (IEEE) (2008)
  • D. Picard, A. Revel, M. Cord : “Long term learning for image retrieval over networks”, ICIP'08 - 15^th IEEE International Conference on Image Processing, San Diego, CA, USA, pp. 929-932, (IEEE) (2008)
  • G. Quénot, J. Benois‑Pineau, B. Mansencal, E. Rossi, M. Cord, F. Precioso, D. Gorisse, P. Lambert, B. Augereau, L. Granjon, D. Pellerin, M. Rombaut, S. Ayache : “Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion”, TRECVID BBC Rushes Summarization Workshop at ACM Multimedia'08, Vancouver, Canada (2008)
  • D. Gorisse, F. Precioso, S. Philipp‑Foliguet, M. Cord : “Summarization scheme based on near-duplicate analysis”, TVS 2008 - 2^nd ACM TRECVid Video Summarization Workshop, Vancouver, Canada, pp. 50-54, (ACM) (2008)
  • “Machine Learning Techniques for Multimedia”, M. Cord, P. Cunningham (Eds.), (Springer), (ISBN: 978-3-540-75170-0) (2008)
  • L. Denoyer, P. Gallinari : “Machine Learning for Semi-Structured Multimedia Documents : Application to pornographic filtering and thematic categorization”, chapter in Machine Learning Techniques for Multimedia Content, Cognitive Technologies, M. Cord, P. Cunningham (Eds.), pp. 227-247, (Springer), (ISBN: 978-3-540-75170-0) (2008)
• 2007
  • M. Cord, Ph. Gosselin, S. Philipp‑Foliguet : “Stochastic exploration and active learning for image retrieval”, Image and Vision Computing n°25, pp. 14-23, (ISBN: 0262-8856) (2007)
  • E. Valle, M. Cord, S. Philipp‑Foliguet : “3-Way-Trees: A Similarity Search Method for High-Dimensional Descriptor Matching”, IEEE International Conference on Image Processing (ICIP), vol. 1, San Antonio, Texas, USA, pp. 173-176, (IEEE) (2007)
  • D. Gorisse, M. Cord, M. Jordan, S. Philipp‑Foliguet, F. Precioso : “3D Content-based retrieval in artwork databases”, 3DTV Conference, Kos Island, Greece, pp. 1-4, (IEEE) (2007)
  • C. Iovan, D. Boldo, M. Cord, M. Erikson : “Automatic Extraction and Classication of Vegetation Areas from High Resolution Images in Urban Areas”, Scandinavian Conference on Artificial Intelligence, vol. 4522, Lecture Notes in Computer Science, Aalborg, Denmark, pp. 858-867, (Springer) (2007)
  • C. Iovan, M. Cord, D. Boldo : “Automatic Extraction of urban vegetation structures from High Resolution Imagery and digital elevation models”, Urban Remote Sensing Joint Event, Paris, France, pp. 1-5, (IEEE) (2007)
  • Ph. Gosselin, M. Cord, S. Philipp‑Foliguet : “Kernel on Bags for multi-object database retrieval”, ACM International Conference on Image and Video Retrieval, Amsterdam, Netherlands, pp. 226-231, (ACM) (2007)
  • Ph. Gosselin, M. Cord, S. Philipp‑Foliguet : “Kernel on Bags of Fuzzy Regions for fast object retrieval”, ICIP 2007 - IEEE International Conference on Image Processing, San Antonio, Texas, USA, pp. 177-180, (IEEE) (2007)
  • E. Valle, M. Cord, S. Philipp‑Foliguet : “Matching Local Descriptors for Image Identification on Cultural Databases”, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007), Curitiba, Brazil, pp. 679-683, (IEEE) (2007)
  • J. Gony, M. Cord, S. Philipp‑Foliguet, Ph. Gosselin, F. Precioso, M. Jordan : “RETIN: a smart interactive digital media retrieval system”, ACM International Conference on Image and Video Retrieval, Amsterdam, Netherlands, pp. 93-96 (2007)
• 2006
  • D. Picard, A. Revel, M. Cord : “Performances of mobile-agents for interactive image retrieval”, Web Intelligence Conference, Hong Kong, Hong Kong SAR China, pp. 581-586, (IEEE Computer Society) (2006)