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Marin Ferecatu
cnam.frProjets
Publications
2018
- [RKS18] K. Raftopoulos , S. Kollias, D. Sourias, M. Ferecatu. "On the Beneficial Effect of Noise in Vertex Localization", International Journal of Computer Vision, vol. 126(1), pp. 111-139, 2018, (doi:10.1007/s11263-017-1034-6)
- [BBC18] A. Besedin, P. Blanchart, M. Crucianu, M. Ferecatu. "Deep Online Storage-free Learning on Unordered Image Streams ​", ECML/PKDD 2017 Workshop on Large-scale Learning from Data Streams in Evolving Environments (IOTSTREAMING-2018), September 2018, pp.-, Dublin, Ireland,
Revue Internationale avec comité de lecture
Atelier, Poster ou Démonstration dans une Conférence Internationale
2017
- [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,
- [YRC17] L. Yang, H. Rodrigues, M. Crucianu, M. Ferecatu. "Fully convolutional network with superpixel parsing for fashion Web image segmentation", International Conference on Multimedia Modeling (MMM2017), January 2017, Vol. 10132(-), pp.139-151, Series LNCS, Reykjavik, Iceland, (DOI: 10.1007/978-3-319-51811-4_12)
- [BBC17] A. Besedin, P. Blanchart, M. Crucianu, M. Ferecatu. "Evolutive deep models for online learning on data streams with no storage", ECML/PKDD 2017 Workshop on Large-scale Learning from Data Streams in Evolving Environments, September 2017, Vol. -(-), pp.-, Skopje, Macedonia,
Conférence Internationale avec comité de lecture
Atelier, Poster ou Démonstration dans une Conférence Internationale
2016
- [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 Contest–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:-)
- [YCF16] L. Yang, M. Crucianu, M. Ferecatu. "A Global-Local approach to extracting deformable fashion items from Web images", The Pacific-Rim Conference on Multimedia (PCM 2016), September 2016, Vol. 9917, pp.1-12, Series LNCS, Xi'An, China, (DOI: 10.1007/978-3-319-48896-7_1)
- [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)
- [YFC16] L. Yang, M. Ferecatu, M. Crucianu, H. Rodrigues. "Classification-Driven Active Contour for Dress Segmentation", 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), February 2016, pp.22-29, Rome, Italie, (DOI: 10.5220/0005721000220029)
Revue Internationale avec comité de lecture
Conférence Internationale avec comité de lecture
2015
- [SFC15] A. Stoian, M. Ferecatu, M. Crucianu, J. Benois-Pineau. "Fast action localization in large scale video archives", IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol. 26(10), pp. 1917-1930, 2015, (doi:10.1109/TCSVT.2015.2475835)
- [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,
- [SFB15] A. Stoian, M. Ferecatu, J. Benois-Pineau, M. Crucianu. "Scalable action localization with kernel-space hashing", IEEE International Conference on Image Processing (ICIP), September 2015, pp.257-261, Quebec, Canada, (DOI: 10.1109/ICIP.2015.7350799)
- [BF15] P. Blanchart, M. Ferecatu. "Local integrity constraints for structure detection and segmentation in high resolution earth observation images", IEEE International Conference on Image Processing (ICIP 2015), September 2015, pp.-, Canada,
- [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. "Détection de véhicules en imagerie aérienne par mélange de modèles discriminatifs", XXVe colloque Gretsi , September 2015, pp.-, France,
Revue Internationale avec comité de lecture
Conférence Internationale avec comité de lecture
Conférence Nationale avec comité de lecture
2014
- [BFC14] P. Blanchart, M. Ferecatu, S. Cui, M. Datcu. "Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning ", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7(4), pp. 1127-1141, 2014, (doi:10.1109/JSTARS.2014.2302333)
- [RLF14] H. Randrianarivo, B. Le Saux, M. Ferecatu. "MULTIMODAL CLASSIFICATION WITH DEFORMABLE PART-BASED MODELS FOR URBAN CARTOGRAPHY", IEEE International Geoscience and Remote Sensing Symposium, July 2014, pp.-,
-
[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)
- [SFB14] A. Stoian, M. Ferecatu, J. Benois-Pineau, M. Crucianu. "Fast Cascaded Action Localization In Video Using Frame Alignment", International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) 2014, October 2014, pp.-,
Revue Internationale avec comité de lecture
Conférence Internationale avec comité de lecture
Atelier, Poster ou Démonstration dans une Conférence Internationale
2013
- [RNT13] K. Raftopoulos , K. Ntalianis, P. Tzouveli, N. Tsapatsoulis, A. Parker-Wood, M. Ferecatu. "Watermark Resynchronization: An Efficient Approach Based on Eulerian Tours around a Robust Skeleton", Communications and Multimedia Security 2013, September 2013, pp.211-214,
- [RFC13] G. Russolillo, M. Ferecatu, M. Crucianu. "A Weighted Multidimensional Scaling approach for representing the result of a search", y-BIS 2013: Joint Meeting of Young Business and Industrial Statisticians, September 2013, pp.xx, Instanbul, Turkey,
- [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,
Conférence Internationale avec comité de lecture
2011
- [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)
- [BFD11b] P. Blanchart, M. Ferecatu, M. Datcu. "Active Learning Using the Data Distribution for Interactive Image Classification and Retrieval", IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011), April 2011, Paris, France,
- [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,
Conférence Internationale avec comité de lecture
2010
- [BDF10a] P. Blanchart, M. Datcu, M. Ferecatu. "Apprentissage actif et utilisation de la structure a priori des données : application à une base d'images satellite haute résolution", Reconnaissance des Formes et Intelligence Artificielle (RFIA 2010), January 2010, Caen, France,
Conférence Nationale avec comité de lecture
2009
- [FS09a] M. Ferecatu, H. Sahbi. "Multi-View Object Matching and Tracking using Canonical Correlation Analysis", IEEE International Conference on Image Processing (ICIP 2009), November 2009, Cairo, Egypt,
- [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,
- [HFM09a] G. Herve, A Fakeri-Tabrizi, P. Mulhem, M. Ferecatu, Z. Zhao, S. Tollari, G Quenot, H. Sahbi, E. Dumont, P. Gallinari. "Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness", Image Cross Language Evaluation Forum (ImageClef 2009), October 2009, Corfu, Greece,
Conférence Internationale avec comité de lecture
Atelier, Poster ou Démonstration dans une Conférence Internationale
2008
- [FBC08] M. Ferecatu, N. Boujemaa, M. Crucianu. "Semantic interactive image retrieval combining visual and conceptual content description", ACM Multimedia Systems Journal, vol. 13(5), pp. 309-322, 2008, (doi:10.1007/s00530-007-0094-9)
- [CTF08] M. Crucianu, J. Tarel, M. Ferecatu. "An Exploration of Diversified User Strategies for Image Retrieval with Relevance Feedback", Visual Languages and Computing, vol. 19, pp. 629-636, 2008, (doi:10.1016/j.jvlc.2008.04.006)
- [FBC08a] M. Ferecatu, N. Boujemaa, M. Crucianu. "Interactive image retrieval using a hybrid visual and conceptual content representation", Titre du livre: "Multimodal Processing and Interaction", January 2008, pp. 1-20, (doi: 10.1007/978-0-387-76316-3_10) (isbn: 978-0-387-76315-6)
