Philippe-Henri Gosselin

Documents

Publications

	LBP-and-ScatNet-based Combined Features For Efficient Texture Classification Vu-Lam Nguyen , Ngoc-Son Vu , Hai-Hong Phan , Philippe-Henri Gosselin Multimedia Tools and Applications, inPress, ⟨10.1007/s11042-017-4824-5⟩ Article dans une revue hal-01593393v1
	Higher-order Occurrence Pooling for Bags-of-Words: Visual Concept Detection Piotr Koniusz , Fei Yan , Philippe-Henri Gosselin , Krystian Mikolajczyk IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, ⟨10.1109/TPAMI.2016.2545667⟩ Article dans une revue hal-01356149v1
	Asynchronous gossip principal components analysis Jerome Fellus , David Picard , Philippe-Henri Gosselin Neurocomputing, 2015, pp.0. ⟨10.1016/j.neucom.2014.11.076⟩ Article dans une revue hal-01148639v1
	Challenges in Content-Based Image Indexing of Cultural Heritage Collections David Picard , Philippe-Henri Gosselin , Marie-Claude Gaspard IEEE Signal Processing Magazine, 2015, 32 (4), pp.95 - 102. ⟨10.1109/MSP.2015.2409557⟩ Article dans une revue hal-01164409v1
	A Unified framework for local visual descriptors evaluation Olivier Kihl , David Picard , Philippe-Henri Gosselin Pattern Recognition, 2015, 48, pp.1170-1180. ⟨10.1016/j.patcog.2014.11.013⟩ Article dans une revue hal-01089310v1
	A comparison of dense region detectors for image search and fine-grained classification Ahmet Iscen , Giorgos Tolias , Philippe-Henri Gosselin , Hervé Jégou IEEE Transactions on Image Processing, 2015, pp.00. ⟨10.1109/TIP.2015.2423557⟩ Article dans une revue hal-01143201v1
	Revisiting the Fisher vector for fine-grained classification Philippe-Henri Gosselin , Naila Murray , Hervé Jégou , Florent Perronnin Pattern Recognition Letters, 2014, 49, pp.92-98 Article dans une revue hal-01056223v1
	Local polynomial space–time descriptors for action classification Olivier Kihl , David Picard , Philippe-Henri Gosselin Machine Vision and Applications, 2014, pp.1-11. ⟨10.1007/s00138-014-0652-z⟩ Article dans une revue hal-01097536v1
	Efficient and Effective Hierarchical Feature Propagation Jefersson dos Santos , Otavio Penatti , Philippe-Henri Gosselin , Alexandre Falcão , Sylvie Philipp-Foliguet IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, ⟨10.1109/JSTARS.2014.2341175⟩ Article dans une revue hal-01079612v1
	A tensor motion descriptor based on histograms of gradients and optical flow Virginia Fernandes Mota , Eder de Almeida Perez , Silva Maciel Luiz Maurílio Da , Marcelo Bernardes Vieira , Philippe-Henri Gosselin Pattern Recognition Letters, 2014, 39, pp.85-91. ⟨10.1016/j.patrec.2013.08.008⟩ Article dans une revue hal-00861395v1
	Efficient image signatures and similarities using tensor products of local descriptors David Picard , Philippe-Henri Gosselin Computer Vision and Image Understanding, 2013, 117 (6), pp.680-687. ⟨10.1016/j.cviu.2013.02.004⟩ Article dans une revue hal-00799074v1
	Boosted kernel for image categorization Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso Multimedia Tools and Applications, 2013 Article dans une revue hal-00799068v1
	Web scale image retrieval using compact tensor aggregation of visual descriptors Romain Negrel , David Picard , Philippe-Henri Gosselin IEEE MultiMedia, 2013, 20 (3), pp.24-33. ⟨10.1109/MMUL.2013.14⟩ Article dans une revue hal-00832760v1
	Compact Vectors of Locally Aggregated Tensors for 3D shape retrieval Hedi Tabia , David Picard , Hamid Laga , Philippe-Henri Gosselin Eurographics Workshop on 3D Object Retrieval, 2013, ⟨10.2312/3DOR/3DOR13/017-024⟩ Article dans une revue hal-02979432v1
	Interactive Multiscale Classification of High-Resolution Remote Sensing Images Jefersson Alex dos Santos , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet , Ricardo da Silva Torres , Alexandre Xavier Falcao IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, PP (99), pp.1-15 Article dans une revue hal-00799071v1
	Multiscale Classification of Remote Sensing Images Jefersson Alex dos Santos , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet , Ricardo da Silva Torres , Alexandre Xavier Falcao IEEE Transactions on Geoscience and Remote Sensing, 2012, 50 (10), pp.3764-3775 Article dans une revue hal-00753160v1
	Inexact graph matching based on kernels for object retrieval in image databases Justine Lebrun , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet Image and Vision Computing, 2011, 29 (11), pp.716-729. ⟨10.1016/j.imavis.2011.07.008⟩ Article dans une revue hal-00660300v1
	Incremental Kernel Learning for Active Image Retrieval without Global Dictionaries Philippe-Henri Gosselin , Frédéric Precioso , Sylvie Philipp-Foliguet Pattern Recognition, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.006⟩ Article dans une revue hal-00619211v1
	FReBIR : an image retrieval system based on fuzzy region matching Sylvie Philipp-Foliguet , Julien Gony , Philippe-Henri Gosselin Computer Vision and Image Understanding, 2009, 113, pp.693-707 Article dans une revue hal-00519447v1
	Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval Philippe-Henri Gosselin , Matthieu Cord , Sylvie Philipp-Foliguet Computer Vision and Image Understanding, 2008, 110 (3), pp.403-417 Article dans une revue hal-00520290v1
	Active learning methods for Interactive Image Retrieval. Philippe-Henri Gosselin , Matthieu Cord IEEE Transactions on Image Processing, 2008, 17 (7), pp.1200-1211. ⟨10.1109/tip.2008.924286⟩ Article dans une revue hal-00520292v1
	Stochastic exploration and active learning for image retrieval. Matthieu Cord , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet Image and Vision Computing, 2007, 25, pp.14-23. ⟨10.1016/j.imavis.2006.01.004⟩ Article dans une revue hal-00520289v1
	Interactive Exploration for Image Retrieval. Matthieu Cord , Jérome Fournier , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet EURASIP Journal on Advances in Signal Processing, 2006, 14, pp.2173-2186 Article dans une revue hal-00520284v1
	Feature based approach to semi-supervised similarity learning. Philippe-Henri Gosselin , Matthieu Cord Pattern Recognition, Special issue on Similarity-Based Pattern Recognition., 2006, 39, pp.1839-1851 Article dans une revue hal-00520288v1

	A Handcrafted Normalized-Convolution Network for Texture Classification Vu-Lam Nguyen , Ngoc-Son Vu , Philippe-Henri Gosselin Compact and Efficient Feature Representation and Learning in Computer Vision, Oct 2017, Venice, Italy Communication dans un congrès hal-01681182v1
	An Integrated Descriptor for Texture Classification Vu-Lam Nguyen , Ngoc-Son Vu , Hai-Hong Phan , Philippe-Henri Gosselin 23rd IEEE International Conference on Pattern Recognition (ICPR 2016), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899931⟩ Communication dans un congrès hal-01593389v1
	A scattering transform combination with local binary pattern for texture classification Vu-Lam Nguyen , Ngoc-Son Vu , Philippe-Henri Gosselin International Workshop on Content-based Multimedia Indexing , Jun 2016, Bucharest, Romania. ⟨10.1109/CBMI.2016.7500238⟩ Communication dans un congrès hal-01346956v1
	Évaluation de descripteurs visuels pour l'annotation automatique d'images patrimoniales David Picard , Philippe-Henri Gosselin Gretsi 2015, Sep 2015, Lyon, France Communication dans un congrès hal-01277486v1
	Asynchronous decentralized convex optimization through short-term gradient averaging Jerome Fellus , David Picard , Philippe-Henri Gosselin European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2015, Bruges, Belgium Communication dans un congrès hal-01148648v1
	DIMENSIONALITY REDUCTION OF VISUAL FEATURES USING SPARSE PROJECTORS FOR CONTENT-BASED IMAGE RETRIEVAL Romain Negrel , David Picard , Philippe-Henri Gosselin IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2192-2196 Communication dans un congrès hal-01081770v1
	Covariance Descriptors for 3D Shape Matching and Retrieval Hedi Tabia , Hamid Laga , David Picard , Philippe-Henri Gosselin IEEE Conference on Computer Vsion and Pattern Recognition, Jun 2014, Columbus, Ohio, United States. 8 p Communication dans un congrès hal-01022970v1
	Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers Jérôme Fellus , David Picard , Philippe-Henri Gosselin European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium. pp.171-176 Communication dans un congrès hal-00985721v1
	Evaluation of Second-order Visual Features for Land-Use Classification Romain Negrel , David Picard , Philippe-Henri Gosselin 12th International Workshop on Content-Based Multimedia Indexing, Jun 2014, France. 5 p Communication dans un congrès hal-01022971v1
	Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate Retrieval Romain Negrel , David Picard , Philippe-Henri Gosselin IAPR International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. 6 p Communication dans un congrès hal-01064050v1
	3D Shape Similarity Using Vectors of Locally Aggregated Tensors Hedi Tabia , David Picard , Hamid Laga , Philippe-Henri Gosselin IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.2694-2698 Communication dans un congrès hal-00832182v1
	Efficient Supervised Dimensionality Reduction for Image Categorization Rachid Benmokhtar , Jonathan Delhumeau , Philippe-Henri Gosselin IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.2425-2428 Communication dans un congrès hal-00807483v1
	A Unified Formalism for Video Descriptors Olivier Kihl , David Picard , Philippe-Henri Gosselin IEEE Int. Conf. on Image Processing ICIP2013, Sep 2013, Melbourne, Australia. pp.2416-2419 Communication dans un congrès hal-00832190v2
	Fast Approximation of Distance Between Elastic Curves using Kernels Hedi Tabia , David Picard , Hamid Laga , Philippe-Henri Gosselin British Machine Vision Conference, Sep 2013, United Kingdom. pp.11 Communication dans un congrès hal-00861369v1
	Machine Learning and Content-Based Multimedia Retrieval Philippe-Henri Gosselin , David Picard European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2013, Bruges, Belgium. pp.251-260 Communication dans un congrès hal-00864824v1
	Compact Vectors of Locally Aggregated Tensors for 3D shape retrieval Hedi Tabia , David Picard , Hamid Laga , Philippe-Henri Gosselin Eurographics Workshop on 3D Object Retrieval, May 2013, Girona, Spain Communication dans un congrès hal-00807501v1
	Revisiting the VLAD image representation Jonathan Delhumeau , Philippe-Henri Gosselin , Hervé Jégou , Patrick Pérez ACM Multimedia, Oct 2013, Barcelona, Spain Communication dans un congrès hal-00840653v2
	Multi-criteria Search Algorithm: An Efficient Approximate K-NN Algorithm for Image Retrieval Mehdi Badr , Dan Vodislav , David Picard , Philippe-Henri Gosselin , Shaoyi Yin 2013 IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2901-2905, ⟨10.1109/ICIP.2013.6738597⟩ Communication dans un congrès hal-00832196v2
	Calcul décentralisé de dictionnaires visuels pour l'indexation multimédia dans les bases de données réparties sur les réseaux Jérôme Fellus , David Picard , Philippe-Henri Gosselin ORASIS : Orasis, Congrès des jeunes chercheurs en vision par ordinateur, Jun 2013, Cluny, France Communication dans un congrès hal-00807486v1
	Remote Sensing Image Representation based on Hierarchical Histogram Propagation Jefersson Ale dos Santos , Otávio Penatti , Ricardo da Silva Torres , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4 Communication dans un congrès hal-00861379v1
	Decentralized K-means using randomized Gossip protocols for clustering large datasets Jérôme Fellus , David Picard , Philippe-Henri Gosselin International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms, Dec 2013, Dallas, Texas, United States. pp.8 Communication dans un congrès hal-00915822v1
	Local polynomial space-time descriptors for actions classification Olivier Kihl , David Picard , Philippe-Henri Gosselin International Conference on Machine Vision Applications, May 2013, Kyoto, Japan Communication dans un congrès hal-00807493v1
	Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de Polynômes Romain Negrel , Virgínia Fernandes Mota , Philippe-Henri Gosselin , Marcelo Bernardes Vieira , Frederic Precioso RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France Communication dans un congrès hal-00656527v1
	A tensor based on optical flow for global description of motion in videos Virginia Fernandes Mota , Eder de Almeida Perez , Marcelo Bernardes Vieira , Silva Maciel Luiz Maurílio Da , Frédéric Precioso SIBGRAPI 2012, Aug 2012, Ouro Preto, Brazil. pp.4 Communication dans un congrès hal-00753159v1
	Improving Texture Description in Remote Sensing Image Multi-Scale Classification Tasks By Using Visual Words Jefersson Ale dos Santos , Otávio Penatti , Ricardo da Silva Torres , Philippe-Henri Gosselin , Sylvie Philipp-Foliguet International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan Communication dans un congrès hal-00753152v1
	Compact Tensor Based Image Representation for Similarity Search Romain Negrel , David Picard , Philippe-Henri Gosselin IEEE International Conference on Image Processing, Sep 2012, Orlando, United States Communication dans un congrès hal-00753157v1
	Descriptor Correlation Analysis for Remote Sensing Image Multi-Scale Classification Jefersson Alex dos Santos , Augusto Faria Fábio , Ricardo da Silva Torres , Anderson Rocha , Philippe-Henri Gosselin International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan Communication dans un congrès hal-00753162v1
	Linear kernel combination using boosting Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6 Communication dans un congrès hal-00753155v1
	ONLINE KERNEL LEARNING FOR INTERACTIVE RETRIEVAL IN DYNAMIC IMAGE DATABASES Philippe-Henri Gosselin IEEE International Conference on Image Processing, Sep 2012, Orlando, United States Communication dans un congrès hal-00753154v1
	Using Spatial Pyramids with Compacted VLAT for Image Categorization Romain Negrel , David Picard , Philippe-Henri Gosselin International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan Communication dans un congrès hal-00753158v1
	IRIM at TRECVID 2012: Semantic Indexing and Instance Search Nicolas Ballas , Benjamin Labbé , Aymen Shabou , Hervé Le Borgne , Philippe-Henri Gosselin TRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p Communication dans un congrès hal-00770258v1
	Boosting Kernel Combination for multi-class image categorization Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso 2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4 Communication dans un congrès hal-00753156v1
	Improving Image Similarity With Vectors of Locally Aggregated Tensors David Picard , Philippe-Henri Gosselin 2011 IEEE International Conference on Image Processing (IEEE ICIP2011), Sep 2011, Brussels, Belgium. pp.669 - 672, ⟨10.1109/ICIP.2011.6116641⟩ Communication dans un congrès hal-00591993v1
	IRIM at TRECVID 2011: Semantic Indexing and Instance Search Bertrand Delezoide , Frédéric Precioso , Philippe-Henri Gosselin , Miriam Redi , Bernard Merialdo TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p Communication dans un congrès hal-00677651v1
	Boosting actif pour la recherche interactive d'images Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1 Communication dans un congrès hal-00520319v1
	Indexing of 3D Models Based on Graph of Surfacic Regions Sylvie Philipp-Foliguet , Michel Jordan , Matthias Fuzier , Philippe-Henri Gosselin International Workshop on 3D Object Retrieval, Oct 2010, Firenze, Italy. pp.4 Communication dans un congrès hal-00519835v1
	IRIM at TRECVID 2010: Semantic Indexing and Instance Search David Gorisse , Frédéric Precioso , Philippe-Henri Gosselin , Lionel Granjon , Denis Pellerin TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States Communication dans un congrès hal-00591099v1
	Active Boosting for interactive object retrieval. Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1 Communication dans un congrès hal-00520294v1
	Kernel on Graphs based on Dictionary of Paths for Image Retrieval. Jean-Emmanuel Haugeard , Sylvie Philipp-Foliguet , Philippe-Henri Gosselin International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1 Communication dans un congrès hal-00520295v1
	IRIM at TRECVID2009: High Level Feature Extraction Bertrand Delezoide , Hervé Le Borgne , Pierre-Alain Moëllic , David Gorisse , Frédéric Precioso TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States Communication dans un congrès hal-00468199v1
	Recherche d'images par noyaux sur graphes de régions. Philippe-Henri Gosselin , Justine Lebrun , Sylvie Philipp-Foliguet Extraction et Gestion des Connaissances, Jan 2008, France. pp.1 Communication dans un congrès hal-00520282v1
	Image retrieval with graph kernel on regions. Justine Lebrun , Sylvie Philipp-Foliguet , Philippe-Henri Gosselin International Conference on Pattern Recognition, Dec 2008, United States. pp.1 Communication dans un congrès hal-00520300v1
	Kernel on Bags for multi-object database retrieval. Philippe-Henri Gosselin , Matthieu Cord , Sylvie Philipp-Foliguet ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.226-231, ⟨10.1145/1282280.1282317⟩ Communication dans un congrès hal-00520303v1
	RETIN: a smart interactive digital media retrieval system Julien Gony , Matthieu Cord , Sylvie Philipp-Foliguet , Philippe-Henri Gosselin , Frédéric Precioso ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96 Communication dans un congrès hal-00753148v1
	Kernel on Bags of Fuzzy Regions for fast object retrieval Philippe-Henri Gosselin , Matthieu Cord , Sylvie Philipp-Foliguet ICIP 2007 - IEEE International Conference on Image Processing, Sep 2007, San Antonio, Texas, United States. pp.177-180, ⟨10.1109/ICIP.2007.4378920⟩ Communication dans un congrès hal-00520302v1
	Multimedia Indexing and Fast Retrieval Based on a Vote System Sylvie Philipp-Foliguet , Guillaume Logerot , Patrick Constant , Philippe-Henri Gosselin , Christian Lahanier IEEE International Conference on Multimedia and Expo, Jul 2006, Canada. pp.1 Communication dans un congrès hal-00520309v1
	Precision-Oriented Active Selection for Interactive Image Retrieval. Philippe-Henri Gosselin , Matthieu Cord IEEE International Conference on Image Processing, Oct 2006, United States. pp.1 Communication dans un congrès hal-00520305v1
	Image Retrieval using Long-Term Semantic Learning Matthieu Cord , Philippe-Henri Gosselin IEEE International Conference on Image Processing, Oct 2006, France. pp.1 Communication dans un congrès hal-00520307v1
	Semantic kernel learning for interactive image retrieval Philippe-Henri Gosselin , Matthieu Cord IEEE International Conference on Image Processing, Sep 2005, Italy. pp.1 Communication dans un congrès hal-00520310v1
	Méthodes d'apprentissage sémantiques: application à la recherche d'images. Philippe-Henri Gosselin , Matthieu Cord Conférence sur l'Apprentissage Automatique, May 2005, Nice, France. pp.1 Communication dans un congrès hal-00520280v1
	Active learning techniques for user interactive systems: application to image retrieval Philippe-Henri Gosselin , Matthieu Cord International Workshop on Machine Learning techniques for processing MultiMedia content, Aug 2005, France. pp.1 Communication dans un congrès hal-00520312v1
	RETIN AL: An Active Learning Strategy for Image Category Retrieval Philippe-Henri Gosselin , Matthieu Cord IEEE International Conference on Image Processing,, Oct 2004, Singapore. pp.1 Communication dans un congrès hal-00520315v1
	Semantic Kernel Updating for Content-Based Image Retrieval Philippe-Henri Gosselin , Matthieu Cord IEEE International Workshop on Multimedia Content-based Analysis and Retrieval, Dec 2004, United States. pp.1 Communication dans un congrès hal-00520313v1
	A Comparison of Active Classification Methods for Content-Based Image Retrieval Philippe-Henri Gosselin , Matthieu Cord International Workshop on Computer Vision meets Databases, ACM Sigmod, Jun 2004, France. pp.1 Communication dans un congrès hal-00520318v1
	Discriminative Classification vs Modeling Methods in CBIR Philippe-Henri Gosselin , Micheline Najjar , Matthieu Cord , Christophe Ambroise IEEE International Conference on Advanced Concepts for Intelligent Vision Systems, Sep 2004, Belgium. pp.1 Communication dans un congrès hal-00520316v1

	Data Dependent Kernel Approximation using Pseudo Random Fourier Features Bharath Bhushan Damodaran , Nicolas Courty , Philippe-Henri Gosselin 2019 Pré-publication, Document de travail hal-02174326v1
	Méthodes d'Apprentissage pour la Recherche d'Images par le Contenu. Philippe-Henri Gosselin , Micheline Najjar , Matthieu Cord , Christophe Ambroise , Sylvie Philipp-Foliguet 2004 Pré-publication, Document de travail hal-00520277v1

	Inria+Xerox@FGcomp: Boosting the Fisher vector for fine-grained classification Philippe-Henri Gosselin , Naila Murray , Hervé Jégou , Florent Perronnin [Research Report] RR-8431, INRIA. 2013 Rapport hal-00920187v2
	Higher-order Occurrence Pooling on Mid- and Low-level Features: Visual Concept Detection Piotr Koniusz , Fei Yan , Philippe-Henri Gosselin , Krystian Mikolajczyk [Technical Report] 2013, pp.20 Rapport hal-00922524v1

	Méthodes d'apprentissage pour la recherche de catégories dans des bases d'images Philippe-Henri Gosselin Interface homme-machine [cs.HC]. Université de Cergy Pontoise, 2005. Français. ⟨NNT : ⟩ Thèse tel-00619222v1

	Apprentissage interactif pour la recherche par le contenu dans les bases multimédias Philippe-Henri Gosselin Recherche d'information [cs.IR]. Université de Cergy Pontoise, 2011 HDR tel-00660316v1

Philippe-Henri Gosselin

Publications

LBP-and-ScatNet-based Combined Features For Efficient Texture Classification

Higher-order Occurrence Pooling for Bags-of-Words: Visual Concept Detection

Asynchronous gossip principal components analysis

Challenges in Content-Based Image Indexing of Cultural Heritage Collections

A Unified framework for local visual descriptors evaluation

A comparison of dense region detectors for image search and fine-grained classification

Revisiting the Fisher vector for fine-grained classification

Local polynomial space–time descriptors for action classification

Efficient and Effective Hierarchical Feature Propagation

A tensor motion descriptor based on histograms of gradients and optical flow

Efficient image signatures and similarities using tensor products of local descriptors

Boosted kernel for image categorization

Web scale image retrieval using compact tensor aggregation of visual descriptors

Compact Vectors of Locally Aggregated Tensors for 3D shape retrieval

Interactive Multiscale Classification of High-Resolution Remote Sensing Images

Multiscale Classification of Remote Sensing Images

Inexact graph matching based on kernels for object retrieval in image databases

Incremental Kernel Learning for Active Image Retrieval without Global Dictionaries

FReBIR : an image retrieval system based on fuzzy region matching

Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval

Active learning methods for Interactive Image Retrieval.

Stochastic exploration and active learning for image retrieval.

Interactive Exploration for Image Retrieval.

Feature based approach to semi-supervised similarity learning.

A Handcrafted Normalized-Convolution Network for Texture Classification

An Integrated Descriptor for Texture Classification

A scattering transform combination with local binary pattern for texture classification

Évaluation de descripteurs visuels pour l'annotation automatique d'images patrimoniales

Asynchronous decentralized convex optimization through short-term gradient averaging

DIMENSIONALITY REDUCTION OF VISUAL FEATURES USING SPARSE PROJECTORS FOR CONTENT-BASED IMAGE RETRIEVAL

Covariance Descriptors for 3D Shape Matching and Retrieval

Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers

Evaluation of Second-order Visual Features for Land-Use Classification

Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate Retrieval

3D Shape Similarity Using Vectors of Locally Aggregated Tensors

Efficient Supervised Dimensionality Reduction for Image Categorization

A Unified Formalism for Video Descriptors

Fast Approximation of Distance Between Elastic Curves using Kernels

Machine Learning and Content-Based Multimedia Retrieval

Compact Vectors of Locally Aggregated Tensors for 3D shape retrieval

Revisiting the VLAD image representation

Multi-criteria Search Algorithm: An Efficient Approximate K-NN Algorithm for Image Retrieval

Calcul décentralisé de dictionnaires visuels pour l'indexation multimédia dans les bases de données réparties sur les réseaux

Remote Sensing Image Representation based on Hierarchical Histogram Propagation

Decentralized K-means using randomized Gossip protocols for clustering large datasets

Local polynomial space-time descriptors for actions classification

Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de Polynômes

A tensor based on optical flow for global description of motion in videos

Improving Texture Description in Remote Sensing Image Multi-Scale Classification Tasks By Using Visual Words

Compact Tensor Based Image Representation for Similarity Search

Descriptor Correlation Analysis for Remote Sensing Image Multi-Scale Classification

Linear kernel combination using boosting

ONLINE KERNEL LEARNING FOR INTERACTIVE RETRIEVAL IN DYNAMIC IMAGE DATABASES

Using Spatial Pyramids with Compacted VLAT for Image Categorization

IRIM at TRECVID 2012: Semantic Indexing and Instance Search

Boosting Kernel Combination for multi-class image categorization

Improving Image Similarity With Vectors of Locally Aggregated Tensors

IRIM at TRECVID 2011: Semantic Indexing and Instance Search

Boosting actif pour la recherche interactive d'images

Indexing of 3D Models Based on Graph of Surfacic Regions

IRIM at TRECVID 2010: Semantic Indexing and Instance Search

Active Boosting for interactive object retrieval.

Kernel on Graphs based on Dictionary of Paths for Image Retrieval.

IRIM at TRECVID2009: High Level Feature Extraction

Recherche d'images par noyaux sur graphes de régions.

Image retrieval with graph kernel on regions.

Kernel on Bags for multi-object database retrieval.

RETIN: a smart interactive digital media retrieval system

Kernel on Bags of Fuzzy Regions for fast object retrieval

Multimedia Indexing and Fast Retrieval Based on a Vote System

Precision-Oriented Active Selection for Interactive Image Retrieval.

Image Retrieval using Long-Term Semantic Learning

Semantic kernel learning for interactive image retrieval

Méthodes d'apprentissage sémantiques: application à la recherche d'images.

Active learning techniques for user interactive systems: application to image retrieval

RETIN AL: An Active Learning Strategy for Image Category Retrieval

Semantic Kernel Updating for Content-Based Image Retrieval

A Comparison of Active Classification Methods for Content-Based Image Retrieval