Marin Ferecatu

Marin Ferecatu

Maître de conférences (HDR)
Team: Données Complexes, Apprentissage et Représentations
Personal website: http://cedric.cnam.fr/~ferecatm/
Phone: 014-027-2856
Office: 37.1.41

2023

Articles de conférence

  1. Aissa, W.; Ferecatu, M. and Crucianu, M. Multimodal Representations for Teacher-Guided Compositional Visual Reasoning. In Advanced Concepts for Intelligent Vision Systems, 21st International Conference (ACIVS 2023), pages 357-369, Springer Nature, Kumamoto, Japan, Lecture Notes in Computer Science 14124, 2023. doi  www 
  1. Aissa, W.; Ferecatu, M. and Crucianu, M. Curriculum Learning for Compositional Visual Reasoning. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, pages 888-897, Scitepress, Lisbon, Portugal, 2023. doi  www 

2022

Articles de conférence

  1. Zhou, S.; Blanchart, P.; Crucianu, M. and Ferecatu, M. Why is the prediction wrong? Towards underfitting case explanation via meta-classification. In 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), pages 10032332, IEEE, Shenzhen, China, 2022. doi  www 
  1. Cheng, X.; Zayani, R.; Ferecatu, M. and Audebert, N. Efficient Autoprecoder-based deep learning for massive MU-MIMO Downlink under PA Non-Linearities. In IEEE Wireless Communications and Networking Conference, Austin, United States, 2022. www 

2020

Articles de revue

  1. Besedin, A.; Blanchart, P.; Crucianu, M. and Ferecatu, M. Deep online classification using pseudo-generative models. In Computer Vision and Image Understanding, 201: 103048, 2020. doi  www 

2018

Articles de revue

  1. Raftopoulos, K.; Kollias, S.; Sourlas, D. and Ferecatu, M. On the Beneficial Effect of Noise in Vertex Localization. In International Journal of Computer Vision, 126 (1): 111-139, 2018. doi  www 

Divers

  1. Besedin, A.; Blanchart, P.; Crucianu, M. and Ferecatu, M. Deep Online Storage-Free Learning on Unordered Image Streams. , Poster. doi  www 

2017

Chapitres d'ouvrage

  1. Yang, L.; Rodriguez, H.; Crucianu, M. and Ferecatu, M. Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation. In MultiMedia Modeling - 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017, Proceedings, Part II, pages 139-151, Springer, Lecture Notes in Computer Science 10133, 2017. doi  www 

Articles de conférence

  1. Besedin, A.; Blanchart, P.; Crucianu, M. and Ferecatu, M. Evolutive deep models for online learning on data streams with no storage. In ECML/PKDD 2017 Workshop on Large-scale Learning from Data Streams in Evolving Environments, Skopje, Macedonia, 2017. www 
  1. Audebert, N.; Boulch, A.; Randrianarivo, H.; Le Saux, B.; Ferecatu, M.; Lefèvre, S. and Marlet, R. Deep learning for urban remote sensing. In 2017 Joint Urban Remote Sensing Event (JURSE), Dubai, United Arab Emirates, 2017. doi  www 

2016

Articles de revue

  1. Campos-Taberner, M.; Romaro-Soriano, A.; Gatta, C.; Camps-Valls, G.; Lagrange, A.; Le Saux, B.; Beaupere, A.; Boulch, A.; Chan-Hon-Tong, A.; Herbin, S.; Randrianarivo, H.; Ferecatu, M.; Shimoni, M.; Moser, G. and Tuia, D. Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest--Part A: 2-D Contest. In IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9 (12): pages 5547-5559, 2016. doi  www 

Chapitres d'ouvrage

  1. Yang, L.; Rodriguez, H.; Crucianu, M. and Ferecatu, M. A Global-Local Approach to Extracting Deformable Fashion Items from Web Images. In Advances in Multimedia Information Processing - PCM 2016, pages 1-12, Springer, Lecture Notes in Computer Science 10132, 2016. doi  www 

Articles de conférence

  1. Yang, L.; Rodriguez, H.; Crucianu, M. and Ferecatu, M. Classification-driven Active Contour for Dress Segmentation. In International Conference on Computer Vision Theory and Applications, pages 22-29, SCITEPRESS - Science and and Technology Publications, Rome, France, International Conference on Computer Vision Theory and Applications (VISAPP) 2016 , 2016. doi  www 

2015

Articles de revue

  1. Stoian, A.; Ferecatu, M.; Benois-Pineau, J. and Crucianu, M. Fast Action Localization in Large-Scale Video Archives. In IEEE Transactions on Circuits and Systems for Video Technology, 26 (10): 1917-1930, 2015. doi  www 

Articles de conférence

  1. Stoian, A.; Ferecatu, M.; Benois-Pineau, J. and Crucianu, M. Scalable action localization with kernel-space hashing. In Image Processing (ICIP), 2015 IEEE International Conference on, pages 257-261, IEEE, Québec, Canada, Image Processing (ICIP), 2015 IEEE International Conference on , 2015. doi  www 

2014

Articles de revue

  1. Blanchart, P.; Ferecatu, M.; Cui, S. and Datcu, M. Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning. In IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: -, 2014. www 

Articles de conférence

  1. Randrianarivo, H.; Le Saux, B. and Ferecatu, M. MULTIMODAL CLASSIFICATION WITH DEFORMABLE PART-BASED MODELS FOR URBAN CARTOGRAPHY. In IEEE International Geoscience and Remote Sensing Symposium, pages -, X, France, 2014. www 
  1. Raftopoulos, K. and Ferecatu, M. Noising versus Smoothing for Vertex Identification in Unknown Shapes. In Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on, pages -, X, France, 2014. www 

Divers

  1. Stoian, A.; Ferecatu, M.; Benois-Pineau, J. and Crucianu, M. Fast Cascaded Action Localization In Video Using Frame Alignment. , Poster. www 

2013

Articles de conférence

  1. Raftopoulos, K.; Ntalianis, K.; Tzouveli, P.; Tsapatsoulis, N.; Parker-Wood, A. and Ferecatu, M. Watermark Resynchronization: An Efficient Approach Based on Eulerian Tours around a Robust Skeleton. In 14th International Conference on Communications and Multimedia Security (CMS), pages 211-214, Springer, Magdeburg,, Germany, Communications and Multimedia Security LNCS-8099, 2013. doi  www 
  1. Randrianarivo, H.; Le Saux, B. and Ferecatu, M. Urban structure detection with deformable part-based models. In IEEE International Geoscience and Remote Sensing Symposium, pages 200-203, X, France, 2013. www 

2011

Articles de conférence

  1. Blanchart, P.; Ferecatu, M. and Datcu, M. Mining large satellite image repositories using semi-supervised methods. In of International Geoscience and Remote Sensing Symposium (IGARSS 2011), Vancouver, France, 2011. www 
  1. Blanchart, P.; Ferecatu, M. and Datcu, M. Indexation of large satellite image repositories using small training sets. In Image Information Mining: Geospatial Intelligence from Earth Observation (ESA-EUSC-JRC 2011), Ispra, Italy, 2011. www 
  1. Blanchart, P.; Ferecatu, M. and Datcu, M. Cascaded Active Learning for Object Retrieval using Multiscale Coarse to Fine Analysis. In IEEE Conference on Image Processing (ICIP 2011), Bruxelles, France, 2011. www 
  1. Blanchart, P.; Ferecatu, M. and Datcu, M. Active Learning Using the Data Distribution for Interactive Image Classification and Retrieval. In IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011), Paris, France, 2011. www 

2010

Articles de conférence

  1. Blanchart, P.; Datcu, M. and Ferecatu, M. Apprentissage actif et utilisation de la structure a priori des données : application `a une base d'images satellite haute résolution. In Reconnaissance des Formes et Intelligence Artificielle (RFIA 2010), Caen, France, 2010. www 

2009

Articles de conférence

  1. Ferecatu, M. and Sahbi, H. Multi-View Object Matching and Tracking using Canonical Correlation Analysis. In IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 2009. www 

Divers

  1. Glotin, H.; Fakeri-Tabrizi, A.; Mulhem, P.; Ferecatu, M.; Zhao, Z-Q.; Tollari, S.; Quénot, G.; Sahbi, H.; Dumont, E. and Gallinari, P. Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness. , Poster. www 

2008

Articles de revue

  1. Crucianu, M.; Tarel, J. P. and Ferecatu, M. An exploration of diversified user strategies for image retrieval with relevance feedback. In Journal of Visual Languages and Computing, 19 (6): pp 629-636, 2008. www 

Chapitres d'ouvrage

  1. Ferecatu, M.; Boujemaa, N. and Crucianu, M. Interactive image retrieval using a hybrid visual and conceptual content representation. In Multimodal Processing and Interaction, pages 1-20, 2008. www 

Articles de conférence

  1. Tollari, S.; Detyniecki, M.; Ferecatu, M.; Glotin, H.; Mulhem, P.; Amini, M-R.; Fakeri-Tabrizi, A.; Gallinari, P.; Sahbi, H. and Zhao, Z-Q. Consortium AVEIR at ImageCLEFphoto 2008: on the fusion of runs. In Working Notes for the CLEF 2008 workshop, CEUR, Aarhus, Denmark, CEUR-WS 1174, 2008. www 
  1. Tollari, S.; Mulhem, P.; Ferecatu, M.; Glotin, H.; Detyniecki, M.; Gallinari, P.; Sahbi, H. and Zhao, Z-Q. A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches. In Evaluating Systems for Multilingual and Multimodal Information Access, pages 585-592, Springer, Aarhus, Denmark, Lecture Notes in Computer Science 5706, 2008. doi  www 

Rapports

  1. Ferecatu, M. and Geman, D. A Statistical Framework for Image Category Search from a Mental Picture. Technical Report RR-6584, INRIA, 2008.

2005

Rapports

  1. Ferecatu, M.; Crucianu, M. and Boujemaa, N. Active SVM-based Relevance Feedback with Hybrid Visual and representation. Technical Report RR-5558, INRIA, 2005.

2004

Rapports

  1. Ferecatu, M.; Crucianu, M. and Boujemaa, N. Reducing the Redundancy in the Selection of Samples for SVM-based Relevance Feedback. Technical Report RR-5258, INRIA, 2004.
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