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Books and Theses
- 2011
[b2]Philippe-Henri Gosselin:
Apprentissage interactif pour la recherche par le contenu dans les bases multimédias. (Interactive Learning for Content-Based Retrieval in Multimedia Databases). Cergy-Pontoise University, France, 2011- 2005
- [b1]Philippe-Henri Gosselin:
Méthodes d'apprentissage pour la recherche de catégories dans des bases d'images. (Learning methods for category retrieval in image databases). Cergy-Pontoise University, France, 2005
Journal Articles
- 2021
- [j25]Abdallah Dib, Gaurav Bharaj, Junghyun Ahn, Cédric Thébault, Philippe Henri Gosselin, Marco Romeo, Louis Chevallier:
Practical Face Reconstruction via Differentiable Ray Tracing. Comput. Graph. Forum 40(2): 153-164 (2021) - 2017
- [j24]Vu-Lam Nguyen
, Ngoc-Son Vu, Hai-Hong Phan, Philippe-Henri Gosselin:
LBP-and-ScatNet-based combined features for efficient texture classification. Multim. Tools Appl. 76(21): 22425-22444 (2017) - [j23]Piotr Koniusz, Fei Yan, Philippe-Henri Gosselin, Krystian Mikolajczyk:
Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 313-326 (2017) - 2016
- [j22]Olivier Kihl, David Picard, Philippe Henri Gosselin:
Local polynomial space-time descriptors for action classification. Mach. Vis. Appl. 27(3): 351-361 (2016) - 2015
- [j21]Jérôme Fellus, David Picard, Philippe Henri Gosselin:
Asynchronous gossip principal components analysis. Neurocomputing 169: 262-271 (2015) - [j20]Olivier Kihl, David Picard, Philippe Henri Gosselin:
A unified framework for local visual descriptors evaluation. Pattern Recognit. 48(4): 1174-1184 (2015) - [j19]David Picard, Philippe Henri Gosselin, Marie-Claude Gaspard:
Challenges in Content-Based Image Indexing of Cultural Heritage Collections: Support vector machine active learning with applications to text classification. IEEE Signal Process. Mag. 32(4): 95-102 (2015) - [j18]Jérôme Fellus, David Picard, Philippe-Henri Gosselin:
Indexation multimédia par dictionnaires visuels en environnement décentralisé. Une approche par protocoles Gossip. Traitement du Signal 32(1): 39-64 (2015) - [j17]Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou:
A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification. IEEE Trans. Image Process. 24(8): 2369-2381 (2015) - 2014
- [j16]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Boosted kernel for image categorization. Multim. Tools Appl. 69(2): 471-490 (2014) - [j15]Virgínia Fernandes Mota, Eder de Almeida Perez, Luiz Maurilio Maciel, Marcelo Bernardes Vieira, Philippe Henri Gosselin:
A tensor motion descriptor based on histograms of gradients and optical flow. Pattern Recognit. Lett. 39: 85-91 (2014) - [j14]Philippe Henri Gosselin, Naila Murray, Hervé Jégou, Florent Perronnin:
Revisiting the Fisher vector for fine-grained classification. Pattern Recognit. Lett. 49: 92-98 (2014) - [j13]Jefersson A. dos Santos, Otávio A. B. Penatti, Philippe-Henri Gosselin, Alexandre X. Falcão, Sylvie Philipp-Foliguet, Ricardo da Silva Torres:
Efficient and Effective Hierarchical Feature Propagation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4632-4643 (2014) - 2013
- [j12]David Picard, Philippe Henri Gosselin:
Efficient image signatures and similarities using tensor products of local descriptors. Comput. Vis. Image Underst. 117(6): 680-687 (2013) - [j11]Romain Negrel, David Picard, Philippe Henri Gosselin:
Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual Descriptors. IEEE Multim. 20(3): 2433 (2013) - [j10]Jefersson Alex dos Santos, Philippe-Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre Xavier Falcão:
Interactive Multiscale Classification of High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(4): 2020-2034 (2013) - 2012
- [j9]Jefersson Alex dos Santos, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre X. Falcão:
Multiscale Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50(10): 3764-3775 (2012) - 2011
- [j8]Justine Lebrun, Philippe Henri Gosselin, Sylvie Philipp-Foliguet:
Inexact graph matching based on kernels for object retrieval in image databases. Image Vis. Comput. 29(11): 716-729 (2011) - [j7]Philippe Henri Gosselin, Frédéric Precioso, Sylvie Philipp-Foliguet:
Incremental kernel learning for active image retrieval without global dictionaries. Pattern Recognit. 44(10-11): 2244-2254 (2011) - 2009
- [j6]Sylvie Philipp-Foliguet, Julien Gony, Philippe Henri Gosselin:
FReBIR: An image retrieval system based on fuzzy region matching. Comput. Vis. Image Underst. 113(6): 693-707 (2009) - 2008
- [j5]Philippe Henri Gosselin, Matthieu Cord, Sylvie Philipp-Foliguet:
Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval. Comput. Vis. Image Underst. 110(3): 403-417 (2008) - [j4]Philippe Henri Gosselin, Matthieu Cord:
Active Learning Methods for Interactive Image Retrieval. IEEE Trans. Image Process. 17(7): 1200-1211 (2008) - 2007
- [j3]Matthieu Cord, Philippe Henri Gosselin, Sylvie Philipp-Foliguet:
Stochastic exploration and active learning for image retrieval. Image Vis. Comput. 25(1): 14-23 (2007) - 2006
- [j2]Philippe Henri Gosselin, Matthieu Cord:
Feature-based approach to semi-supervised similarity learning. Pattern Recognit. 39(10): 1839-1851 (2006) - 2005
- [j1]Matthieu Cord, Sylvie Philipp-Foliguet, Philippe Henri Gosselin, Jérôme Fournier:
Interactive Exploration for Image Retrieval. EURASIP J. Adv. Signal Process. 2005(14): 2173-2186 (2005)
Conference and Workshop Papers
- 2023
- [c54]Abdallah Dib, Junghyun Ahn, Cédric Thébault, Philippe-Henri Gosselin, Louis Chevallier:
S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image. FG 2023: 1-8 - [c53]Quentin Avril, João Regateiro, Philippe-Henri Gosselin, François Le Clerc, Philippe Guillotel:
MORGAN: MPEG Original Reference Geometric Avatar Neutral. Web3D 2023: 4:1-4:10 - 2022
- [c52]Martin Dornier, Philippe-Henri Gosselin, Christian Raymond, Yann Ricquebourg, Bertrand Coüasnon:
SCAF: Skip-Connections in Auto-encoder for Face Alignment with Few Annotated Data. ICIAP (1) 2022: 425-437 - 2021
- [c51]Bharath Bhushan Damodaran, Emmanuel Jolly, Gilles Puy, Philippe-Henri Gosselin, Cédric Thébault, Junghyun Ahn, Tim Christensen, Paul Ghezzo, Pierre Hellier:
FacialFilmroll: High-resolution multi-shot video editing. CVMP 2021: 5:1-5:10 - [c50]Abdallah Dib, Cédric Thébault, Junghyun Ahn, Philippe-Henri Gosselin, Christian Theobalt, Louis Chevallier:
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing. ICCV 2021: 12799-12809 - 2020
- [c49]Curtis Andrus, Junghyun Ahn, Michele Alessi, Abdallah Dib, Philippe Henri Gosselin, Cédric Thébault, Louis Chevallier, Marco Romeo:
FaceLab: Scalable Facial Performance Capture for Visual Effects. DigiPro 2020: 6:1-6:3 - 2017
- [c48]Ngoc-Son Vu, Vu-Lam Nguyen, Philippe-Henri Gosselin:
A Handcrafted Normalized-Convolution Network for Texture Classification. ICCV Workshops 2017: 1238-1245 - 2016
- [c47]Vu-Lam Nguyen, Ngoc-Son Vu, Philippe-Henri Gosselin:
A scattering transform combination with local binary pattern for texture classification. CBMI 2016: 1-4 - [c46]Vu-Lam Nguyen, Ngoc-Son Vu, Hai-Hong Phan, Philippe-Henri Gosselin:
An integrated descriptor for texture classification. ICPR 2016: 2006-2011 - 2015
- [c45]Jérôme Fellus, David Picard, Philippe-Henri Gosselin:
Asynchronous decentralized convex optimization through short-term gradient averaging. ESANN 2015 - [c44]Hervé Le Borgne, Philippe Henri Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat:
IRIM at TRECVID 2015: Semantic Indexing. TRECVID 2015 - 2014
- [c43]Romain Negrel, David Picard, Philippe Henri Gosselin:
Evaluation of second-order visual features for land-use classification. CBMI 2014: 1-5 - [c42]Hedi Tabia, Hamid Laga, David Picard, Philippe Henri Gosselin:
Covariance Descriptors for 3D Shape Matching and Retrieval. CVPR 2014: 4185-4192 - [c41]Jérôme Fellus, David Picard, Philippe Henri Gosselin:
Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers. ESANN 2014 - [c40]Romain Negrel, David Picard, Philippe Henri Gosselin:
Dimensionality reduction of visual features using sparse projectors for content-based image retrieval. ICIP 2014: 2192-2196 - [c39]Romain Negrel, David Picard, Philippe Henri Gosselin:
Efficient Metric Learning Based Dimension Reduction Using Sparse Projectors for Image Near Duplicate Retrieval. ICPR 2014: 738-743 - 2013
- [c38]Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin:
Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval. 3DOR@Eurographics 2013: 17-24 - [c37]Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin:
Fast Approximation of Distance Between Elastic Curves using Kernels. BMVC 2013 - [c36]Philippe Henri Gosselin, David Picard:
Machine Learning and Content-Based Multimedia Retrieval. ESANN 2013 - [c35]Rachid Benmokhtar, Jonathan Delhumeau, Philippe Henri Gosselin:
Efficient supervised dimensionality reduction for image categorization. ICASSP 2013: 2425-2428 - [c34]Jérôme Fellus, David Picard, Philippe Henri Gosselin:
Decentralized K-Means Using Randomized Gossip Protocols for Clustering Large Datasets. ICDM Workshops 2013: 599-606 - [c33]Olivier Kihl, David Picard, Philippe Henri Gosselin:
A unified formalism for video descriptors. ICIP 2013: 2416-2419 - [c32]Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin:
3D shape similarity using vectors of locally aggregated tensors. ICIP 2013: 2694-2698 - [c31]Mehdi Badr, Dan Vodislav, David Picard, Shaoyi Yin, Philippe Henri Gosselin:
Multi-criteria search algorithm: An efficient approximate k-NN algorithm for image retrieval. ICIP 2013: 2901-2905 - [c30]Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Remote sensing image representation based on hierarchical histogram propagation. IGARSS 2013: 2982-2985 - [c29]Jonathan Delhumeau, Philippe Henri Gosselin, Hervé Jégou, Patrick Pérez:
Revisiting the VLAD image representation. ACM Multimedia 2013: 653-656 - [c28]Olivier Kihl, David Picard, Philippe Henri Gosselin:
Local polynomial space-time descriptors for actions classification. MVA 2013: 327-330 - 2012
- [c27]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Linear kernel combination using boosting. ESANN 2012 - [c26]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Boosting kernel combination for multi-class image categorization. ICIP 2012: 1893-1896 - [c25]Philippe Henri Gosselin:
Online Kernel Learning for interactive retrieval in dynamic image databases. ICIP 2012: 1921-1924 - [c24]Romain Negrel, David Picard, Philippe Henri Gosselin:
Compact tensor based image representation for similarity search. ICIP 2012: 2425-2428 - [c23]Romain Negrel, David Picard, Philippe Henri Gosselin:
Using spatial pyramids with compacted VLAT for image categorization. ICPR 2012: 2460-2463 - [c22]Jefersson A. dos Santos, Fábio Augusto Faria, Ricardo da Silva Torres, Anderson Rocha, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Descriptor correlation analysis for remote sensing image multi-scale classification. ICPR 2012: 3078-3081 - [c21]Jefersson A. dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Improving texture description in remote sensing image multi-scale classification tasks by using visual words. ICPR 2012: 3090-3093 - [c20]Virgínia Fernandes Mota, Eder de Almeida Perez, Marcelo Bernardes Vieira, Luiz Maurilio Maciel, Frédéric Precioso, Philippe Henri Gosselin:
A Tensor Based on Optical Flow for Global Description of Motion in Videos. SIBGRAPI 2012: 298-301 - 2011
- [c19]David Picard, Philippe Henri Gosselin:
Improving image similarity with vectors of locally aggregated tensors. ICIP 2011: 669-672 - [c18]Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin:
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 2011 - 2010
- [c17]Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Philippe Henri Gosselin:
Kernel on Graphs Based on Dictionary of Paths for Image Retrieval. ICPR 2010: 2965-2968 - [c16]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Active Boosting for Interactive Object Retrieval. ICPR 2010: 3268-3271 - [c15]Sylvie Philipp-Foliguet, Michel Jordan, Matthias Fuzier, Philippe-Henri Gosselin:
Indexing of 3d models based on graph of surfacic regions. 3DOR@MM 2010: 69-74 - [c14]David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert:
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID 2010 - 2008
- [c13]Philippe Henri Gosselin, Justine Lebrun, Sylvie Philipp-Foliguet:
Recherche d'images par noyaux sur graphes de régions. EGC 2008: 457-468 - [c12]Justine Lebrun, Sylvie Philipp-Foliguet, Philippe Henri Gosselin:
Image retrieval with graph kernel on regions. ICPR 2008: 1-4 - 2007
- [c11]Julien Gony, Matthieu Cord, Sylvie Philipp-Foliguet, Philippe Henri Gosselin, Frédéric Precioso, Michel Jordan:
RETIN: a smart interactive digital media retrieval system. CIVR 2007: 93-96 - [c10]Philippe Henri Gosselin, Matthieu Cord, Sylvie Philipp-Foliguet:
Kernels on bags for multi-object database retrieval. CIVR 2007: 226-231 - [c9]Philippe Henri Gosselin, Matthieu Cord, Sylvie Philipp-Foliguet:
Kernels on Bags of Fuzzy Regions for Fast Object retrieval. ICIP (1) 2007: 177-180 - 2006
- [c8]Matthieu Cord, Philippe Henri Gosselin:
Image Retrieval using Long-Term Semantic Learning. ICIP 2006: 2909-2912 - [c7]Philippe Henri Gosselin, Matthieu Cord:
Precision-Oriented Active Selection for Interactive Image Retrieval. ICIP 2006: 3197-3200 - [c6]Sylvie Philipp-Foliguet, Guillaume Logerot, Patrick Constant, Philippe Henri Gosselin, Christian Lahanier:
Multimedia indexing and fast retrieval based on a vote system. ICME 2006: 1781-1784 - 2005
- [c5]Philippe Henri Gosselin, Matthieu Cord:
Semantic Learning Methods: Application to Image Retrieval. CAP 2005: 109-110 - [c4]Philippe Henri Gosselin, Matthieu Cord:
Semantic kernel learning for interactive image retrieval. ICIP (1) 2005: 1177-1180 - 2004
- [c3]Philippe Henri Gosselin, Matthieu Cord:
A Comparison of Active Classification Methods for ContentBased Image Retrieval. CVDB 2004: 51-58 - [c2]Philippe Henri Gosselin, Matthieu Cord:
Retin al: an active learning strategy for image category retrieval. ICIP 2004: 2219-2222 - [c1]Philippe Henri Gosselin, Matthieu Cord:
Semantic kernel updating for content-based image retrieval. ISMSE 2004: 537-544
Parts in Books or Collections
- 2008
- [p1]Matthieu Cord, Philippe Henri Gosselin:
Online Content-Based Image Retrieval Using Active Learning. Machine Learning Techniques for Multimedia 2008: 115-138
Informal and Other Publications
- 2022
- [i7]Abdallah Dib, Junghyun Ahn, Cédric Thébault, Philippe-Henri Gosselin, Louis Chevallier:
S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image. CoRR abs/2203.07732 (2022) - 2021
- [i6]Abdallah Dib, Gaurav Bharaj, Junghyun Ahn, Cédric Thébault, Philippe-Henri Gosselin, Marco Romeo, Louis Chevallier:
Practical Face Reconstruction via Differentiable Ray Tracing. CoRR abs/2101.05356 (2021) - [i5]Abdallah Dib, Cédric Thébault, Junghyun Ahn, Philippe-Henri Gosselin, Christian Theobalt, Louis Chevallier:
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing. CoRR abs/2103.15432 (2021) - [i4]Bharath Bhushan Damodaran, Emmanuel Jolly, Gilles Puy, Philippe Henri Gosselin, Cédric Thébault, Junghyun Ahn, Tim Christensen, Paul Ghezzo, Pierre Hellier:
FacialFilmroll: High-resolution multi-shot video editing. CoRR abs/2110.02124 (2021) - 2019
- [i3]Abdallah Dib, Gaurav Bharaj, Junghyun Ahn, Cédric Thébault, Philippe-Henri Gosselin, Louis Chevallier:
Face Reflectance and Geometry Modeling via Differentiable Ray Tracing. CoRR abs/1910.05200 (2019) - 2017
- [i2]Bharath Bhushan Damodaran, Nicolas Courty, Philippe-Henri Gosselin:
Data Dependent Kernel Approximation using Pseudo Random Fourier Features. CoRR abs/1711.09783 (2017) - 2014
- [i1]Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou:
A comparison of dense region detectors for image search and fine-grained classification. CoRR abs/1410.8151 (2014)
Coauthor Index
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