Philippe-Henri Gosselin
Publications
Publications
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A Handcrafted Normalized-Convolution Network for Texture ClassificationCompact and Efficient Feature Representation and Learning in Computer Vision, Oct 2017, Venice, Italy |
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A scattering transform combination with local binary pattern for texture classificationInternational Workshop on Content-based Multimedia Indexing , Jun 2016, Bucharest, Romania. ⟨10.1109/CBMI.2016.7500238⟩ |
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An Integrated Descriptor for Texture Classification23rd IEEE International Conference on Pattern Recognition (ICPR 2016), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899931⟩ |
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Asynchronous decentralized convex optimization through short-term gradient averagingEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2015, Bruges, Belgium |
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Évaluation de descripteurs visuels pour l'annotation automatique d'images patrimonialesGretsi 2015, Sep 2015, Lyon, France |
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Evaluation of Second-order Visual Features for Land-Use Classification12th International Workshop on Content-Based Multimedia Indexing, Jun 2014, France. 5 p |
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Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzersEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium. pp.171-176 |
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Covariance Descriptors for 3D Shape Matching and RetrievalIEEE Conference on Computer Vsion and Pattern Recognition, Jun 2014, Columbus, Ohio, United States. 8 p |
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DIMENSIONALITY REDUCTION OF VISUAL FEATURES USING SPARSE PROJECTORS FOR CONTENT-BASED IMAGE RETRIEVALIEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2192-2196 |
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Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate RetrievalIAPR International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. 6 p |
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Local polynomial space-time descriptors for actions classificationInternational Conference on Machine Vision Applications, May 2013, Kyoto, Japan |
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Decentralized K-means using randomized Gossip protocols for clustering large datasetsInternational Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms, Dec 2013, Dallas, Texas, United States. pp.8 |
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Multi-criteria Search Algorithm: An Efficient Approximate K-NN Algorithm for Image Retrieval2013 IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2901-2905, ⟨10.1109/ICIP.2013.6738597⟩ |
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Machine Learning and Content-Based Multimedia RetrievalEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2013, Bruges, Belgium. pp.251-260 |
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Compact Vectors of Locally Aggregated Tensors for 3D shape retrievalEurographics Workshop on 3D Object Retrieval, May 2013, Girona, Spain |
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Revisiting the VLAD image representationACM Multimedia, Oct 2013, Barcelona, Spain |
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A Unified Formalism for Video DescriptorsIEEE Int. Conf. on Image Processing ICIP2013, Sep 2013, Melbourne, Australia. pp.2416-2419 |
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Fast Approximation of Distance Between Elastic Curves using KernelsBritish Machine Vision Conference, Sep 2013, United Kingdom. pp.11 |
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Efficient Supervised Dimensionality Reduction for Image CategorizationIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.2425-2428 |
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3D Shape Similarity Using Vectors of Locally Aggregated TensorsIEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.2694-2698 |
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Remote Sensing Image Representation based on Hierarchical Histogram PropagationIEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4 |
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Calcul décentralisé de dictionnaires visuels pour l'indexation multimédia dans les bases de données réparties sur les réseauxORASIS : Orasis, Congrès des jeunes chercheurs en vision par ordinateur, Jun 2013, Cluny, France |
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Boosting Kernel Combination for multi-class image categorization2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4 |
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Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de PolynômesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France |
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IRIM at TRECVID 2012: Semantic Indexing and Instance SearchTRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p |
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ONLINE KERNEL LEARNING FOR INTERACTIVE RETRIEVAL IN DYNAMIC IMAGE DATABASESIEEE International Conference on Image Processing, Sep 2012, Orlando, United States |
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Descriptor Correlation Analysis for Remote Sensing Image Multi-Scale ClassificationInternational Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan |
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Linear kernel combination using boostingEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6 |
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Compact Tensor Based Image Representation for Similarity SearchIEEE International Conference on Image Processing, Sep 2012, Orlando, United States |
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Improving Texture Description in Remote Sensing Image Multi-Scale Classification Tasks By Using Visual WordsInternational Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan |
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A tensor based on optical flow for global description of motion in videosSIBGRAPI 2012, Aug 2012, Ouro Preto, Brazil. pp.4 |
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Using Spatial Pyramids with Compacted VLAT for Image CategorizationInternational Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan |
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Improving Image Similarity With Vectors of Locally Aggregated Tensors2011 IEEE International Conference on Image Processing (IEEE ICIP2011), Sep 2011, Brussels, Belgium. pp.669 - 672, ⟨10.1109/ICIP.2011.6116641⟩ |
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IRIM at TRECVID 2011: Semantic Indexing and Instance SearchTRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p |
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Kernel on Graphs based on Dictionary of Paths for Image Retrieval.International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1 |
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IRIM at TRECVID2009: High Level Feature ExtractionTRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States |
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IRIM at TRECVID 2010: Semantic Indexing and Instance SearchTRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States |
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Indexing of 3D Models Based on Graph of Surfacic RegionsInternational Workshop on 3D Object Retrieval, Oct 2010, Firenze, Italy. pp.4 |
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Boosting actif pour la recherche interactive d'imagesReconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1 |
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Active Boosting for interactive object retrieval.International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1 |
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Recherche d'images par noyaux sur graphes de régions.Extraction et Gestion des Connaissances, Jan 2008, France. pp.1 |
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Image retrieval with graph kernel on regions.International Conference on Pattern Recognition, Dec 2008, United States. pp.1 |
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Kernel on Bags of Fuzzy Regions for fast object retrievalICIP 2007 - IEEE International Conference on Image Processing, Sep 2007, San Antonio, Texas, United States. pp.177-180, ⟨10.1109/ICIP.2007.4378920⟩ |
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RETIN: a smart interactive digital media retrieval systemACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96 |
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Kernel on Bags for multi-object database retrieval.ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.226-231, ⟨10.1145/1282280.1282317⟩ |
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Precision-Oriented Active Selection for Interactive Image Retrieval.IEEE International Conference on Image Processing, Oct 2006, United States. pp.1 |
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Image Retrieval using Long-Term Semantic LearningIEEE International Conference on Image Processing, Oct 2006, France. pp.1 |
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Multimedia Indexing and Fast Retrieval Based on a Vote SystemIEEE International Conference on Multimedia and Expo, Jul 2006, Canada. pp.1 |
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Semantic kernel learning for interactive image retrievalIEEE International Conference on Image Processing, Sep 2005, Italy. pp.1 |
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Méthodes d'apprentissage sémantiques: application à la recherche d'images.Conférence sur l'Apprentissage Automatique, May 2005, Nice, France. pp.1 |
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Active learning techniques for user interactive systems: application to image retrievalInternational Workshop on Machine Learning techniques for processing MultiMedia content, Aug 2005, France. pp.1 |
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RETIN AL: An Active Learning Strategy for Image Category RetrievalIEEE International Conference on Image Processing,, Oct 2004, Singapore. pp.1 |
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Discriminative Classification vs Modeling Methods in CBIRIEEE International Conference on Advanced Concepts for Intelligent Vision Systems, Sep 2004, Belgium. pp.1 |
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A Comparison of Active Classification Methods for Content-Based Image RetrievalInternational Workshop on Computer Vision meets Databases, ACM Sigmod, Jun 2004, France. pp.1 |
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Semantic Kernel Updating for Content-Based Image RetrievalIEEE International Workshop on Multimedia Content-based Analysis and Retrieval, Dec 2004, United States. pp.1 |
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Data Dependent Kernel Approximation using Pseudo Random Fourier Features2019 |
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Méthodes d'Apprentissage pour la Recherche d'Images par le Contenu.2004 |
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Inria+Xerox@FGcomp: Boosting the Fisher vector for fine-grained classification[Research Report] RR-8431, INRIA. 2013 |
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Higher-order Occurrence Pooling on Mid- and Low-level Features: Visual Concept Detection[Technical Report] 2013, pp.20 |
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Méthodes d'apprentissage pour la recherche de catégories dans des bases d'imagesInterface homme-machine [cs.HC]. Université de Cergy Pontoise, 2005. Français. ⟨NNT : ⟩ |
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Apprentissage interactif pour la recherche par le contenu dans les bases multimédiasRecherche d'information [cs.IR]. Université de Cergy Pontoise, 2011 |