Liste des publications

2018

[CTH18] M. Chevalier, N. Thome, G. Henaff, M. Cord. "Classifying low-resolution images by integrating privileged information in deep CNNs", Pattern Recognition Letters, vol. 116, pp. 29-35, 2018, (doi:10.1016/j.patrec.2018.09.007)
[DTC18a] T. Durand, N. Thome, M. Cord. "SyMIL: MinMax Latent SVM for Weakly Labeled Data", IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, 2018, (doi: 10.1109/TNNLS.2018.2820055)

[CCP18] M. Carvalho, R. Cadene, D. Picard, L. Soulier , N. Thome, M. Cord. "Cross-modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings", 41st International ACM SIGIR Conference on Research and Development in Information Retrieval , July 2018, Ann Arbor, USA,

[PTC18a] O. Petit, N. Thome, A. Charnoz, A. Hostettler, L. Soler. "Handling Missing Annotations for Semantic Segmentation with Deep ConvNets.", 4th Workshop on Deep Learning in Medical Image Analysis, MICCAI, September 2018, Granada, Spain, (DOI: 10.1007/978-3-030-00889-5_3)

[RLF17] H. Randrianarivo, B. Le Saux, M. Ferecatu. "Deep Learning for Urban Remote Sensing ", Joint Urban Remote Sesing Event (JURSE 2017), March 2017, pp.-, Dubai,

[LRF16] B. Le Saux, H. Randrianarivo, M. Ferecatu. "Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contestâ€“Part A: 2-D Contest", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), vol. PP(99), pp. -, 2016, (doi:-)
[BJT16] A. Billionnet, F. Jarray, G. Tlig, E. Zagrouba. "A tabu search approach for the reconstruction of binary images without empty interior region", Mathematics for Applications, vol. 5(2), pp. 147-154, 2016, (doi:10.13164/ma.2016.10)

[RLF16] H. Randrianarivo, B. Le Saux, M. Ferecatu, M. Crucianu. "Contextual discriminatively trained model mixture for object detection in aerial images", International Conference on Big Data from Space (BiDS'16), March 2016, pp.129-132, Spain, (DOI: 10.2788/854791)

[BJT15] A. Billionnet, F. Jarray, G. Tlig, E. Zagrouba. "Reconstruction of Bicolored Images", The International Workshop on Combinatorial Image Analysis (IWCIA), November 2015, pp.***, Kolkata, Inde,
[JBT15] F. Jarray, A. Billionnet, G. Tlig, E. Zagrouba. "A tabu approach for reconstructing non interior holes binary images", The International Workshop on Combinatorial Image Analysis (IWCIA), November 2015, pp.+++, Kolkata, Inde,
[RLF15a] H. Randrianarivo, B. Le Saux, M. Ferecatu. "Discriminatively trained model mixture object detection in aerial images", Image Information Mining 2015, October 2015, pp.-, Romania,
[LLB15] A. Lagrange, B. Le Saux, A. Beaupere, A. Boulch, A. Chan-Hon-Tong, S. Herbin, H. Randrianarivo, M. Ferecatu. "Benchmarking classification of earth-observation data: from learning explicit features to convolutional networks", IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), July 2015, pp.-, Italie,

[RLF15] H. Randrianarivo, B. Le Saux, M. Ferecatu. "DÃ©tection de vÃ©hicules en imagerie aÃ©rienne par mÃ©lange de modÃ¨les discriminatifs", XXVe colloque Gretsi , September 2015, pp.-, France,

[DJG15] P. Durand, L. Jaupi, D. Ghorbanzadeh. "Construction Of Radar SAR Images From Digital Terrain Model And Geometric Corrections", Titre du livre: "Transactions on Engineering Technologies", March 2015, Springer, pp. 657-668, (doi: 10.1007/978-94-017.9804-4_46) (isbn: 978-94-017-9804-4)

[JT14] F. Jarray, G. Tlig. "Hybridation of genetic algorithms and tabu search for reconstructing convex binary images from discrete orthogonal projections", International Journal of Metaheuristics, vol. 3(4), pp. 291-319, 2014

[DJGa14] P Durand, L. Jaupi, D. Ghorbanzadeh, J. Rudant. "Modeling synthetic radar image from a digital terrain model", ICGIP 2014, September 2014, Vol. CompliantPDF-ICGIP2014(CD 2014 IACSIT), pp.IP004, Beijing, China,
[DJG14] P Durand, L. Jaupi, D. Ghorbanzadeh. "Geometric Correction of Airborne Radar SAR Image on a Digital Terrain Model, and Overlay with Satellite SPOT Data", World Congress on Engineering 2014, July 2014, Vol. I, pp.1116-1120, Series SBN 978-988-19252-7-5., London, GB,
[RF14] K. Raftopoulos , M. Ferecatu. "Noising versus Smoothing for Vertex Identification in Unknown Shapes", Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on, June 2014, pp.-, Columbus, OH, USA, (DOI: 10.1109/CVPR.2014.530)

[RLF13] H. Randrianarivo, B. Le Saux, M. Ferecatu. "Urban structure detection with deformable part-based models", IEEE International Geoscience and Remote Sensing Symposium, July 2013, pp.200-203,

[BFD11d] P. Blanchart, M. Ferecatu, M. Datcu. "Cascaded Active Learning for Object Retrieval using Multiscale Coarse to Fine Analysis", IEEE Conference on Image Processing (ICIP 2011), September 2011, Bruxelles, (DOI: 10.1109/ICIP.2011.6116251)
[BFD11] P. Blanchart, M. Ferecatu, M. Datcu. "Mining large satellite image repositories using semi-supervised methods", of International Geoscience and Remote Sensing Symposium (IGARSS 2011), July 2011, Vancouver, (DOI: 10.1109/IGARSS.2011.6049449)
[JT11] F. Jarray, G. Tlig. "Approximating bicolored images from discrete projections", In 14th International workshop on Combinatorial Images Analysis (IWCIA'11), May 2011, Vol. 6636, pp.311-320, Series LNCS, Madrid, Espagne, (DOI: 10.1007/978-3-642-21073-0_28)
[BFD11c] P. Blanchart, M. Ferecatu, M. Datcu. "Indexation of large satellite image repositories using small training sets", Image Information Mining: Geospatial Intelligence from Earth Observation (ESA-EUSC-JRC 2011), March 2011, Ispra, Italy,

[FGK11a] A. Fesnin, V. Gouet-Brunet, S. Kominen, V. Oria, J. Sun. "Towards a privacy preserving personal photo album manager with semantic classification, indexing and querying capabilities", ACM Multimedia 2011 (MM'11), November 2011, Scottsdale, Arizona, USA,

[Jar10] F. Jarray. "A lagrangean approach to reconstruct bicolored images from discrete orthogonal projections", Pure mathematics and applications http://www.mat.unisi.it/newsito/puma/public_html/20_1_2.php, vol. 20(1), pp. 17-25, 2010

[BDF10a] P. Blanchart, M. Datcu, M. Ferecatu. "Apprentissage actif et utilisation de la structure a priori des donnÃ©es : application Ã une base d'images satellite haute rÃ©solution", Reconnaissance des Formes et Intelligence Artificielle (RFIA 2010), January 2010, Caen, France,

[TMF09] S. Tollari, P. Mulhem, M. Ferecatu, H. Glotin, M. Detyniecki, P. Gallinari, H. Sahbi, Z. Zhao. "A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches", Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access (CLEF'08), October 2009, pp.585-592, Series LNCS,

[Gou09b] V. Gouet-Brunet. "Image, book chapter, Encyclopedia of Database Systems:Multimedia Databases", January 2009,
[Gou09a] V. Gouet-Brunet. "Image representation, book chapter, Encyclopedia of Database Systems:Multimedia Databases", January 2009,