Marin Ferecatu
Maître de conférences (HDR)
Personal website: http://cedric.cnam.fr/~ferecatm/
Phone: 014-027-2856
Office: 37.1.41
2023
Articles de conférence
- 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
- 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
- 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
- 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
- Deep online classification using pseudo-generative models. In Computer Vision and Image Understanding, 201: 103048, 2020. doi www
2018
Articles de revue
- On the Beneficial Effect of Noise in Vertex Localization. In International Journal of Computer Vision, 126 (1): 111-139, 2018. doi www
Divers
2017
Chapitres d'ouvrage
- 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
- 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
- Deep learning for urban remote sensing. In Joint Urban Remote Sensing Event (JURSE), Dubai, United Arab Emirates, 2017. doi www
2016
Articles de revue
- 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
- 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
- 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
- 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
- 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
- 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
- MULTIMODAL CLASSIFICATION WITH DEFORMABLE PART-BASED MODELS FOR URBAN CARTOGRAPHY. In IEEE International Geoscience and Remote Sensing Symposium, pages -, X, France, 2014. www
- 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
2013
Articles de conférence
- Urban structure detection with deformable part-based models. In IEEE International Geoscience and Remote Sensing Symposium, pages 200-203, X, France, 2013. www
- 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
2011
Articles de conférence
- Cascaded Active Learning for Object Retrieval using Multiscale Coarse to Fine Analysis. In IEEE Conference on Image Processing (ICIP 2011), Bruxelles, France, 2011. www
- Mining large satellite image repositories using semi-supervised methods. In of International Geoscience and Remote Sensing Symposium (IGARSS 2011), Vancouver, France, 2011. www
- 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
- 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
2010
Articles de conférence
- 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
- Multi-View Object Matching and Tracking using Canonical Correlation Analysis. In IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 2009. www
Divers
2008
Articles de revue
- 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
- Interactive image retrieval using a hybrid visual and conceptual content representation. In Multimodal Processing and Interaction, pages 1-20, 2008. www
Articles de conférence
- 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
- A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches. In 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, pages 585-592, Springer, Aarhus, Denmark, Lecture Notes in Computer Science 5706, 2008. doi www
Rapports
- A Statistical Framework for Image Category Search from a Mental Picture. Technical Report RR-6584, INRIA, 2008.
2005
Rapports
- Active SVM-based Relevance Feedback with Hybrid Visual and representation. Technical Report RR-5558, INRIA, 2005.
2004
Rapports
- Reducing the Redundancy in the Selection of Samples for SVM-based Relevance Feedback. Technical Report RR-5258, INRIA, 2004.