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2020 – today
- 2023
[c107]Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia:
Exploring Continual Learning and Self-learning for Historical Digit Recognition. CW 2023: 504-505- [c106]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Long-Range Transformer Architectures for Document Understanding. ICDAR Workshops (2) 2023: 47-64 - [c105]Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia:
Toward Digits Recognition Using Continual Learning. MMSP 2023: 1-6 - [i9]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks. CoRR abs/2309.05429 (2023) - [i8]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Long-Range Transformer Architectures for Document Understanding. CoRR abs/2309.05503 (2023) - 2022
- [c104]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD 2022: 66-82 - [c103]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) 2022: 281-292 - [c102]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Improving Information Extraction on Business Documents with Specific Pre-training Tasks. DAS 2022: 111-125 - [i7]Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite:
Low-complexity Approximate Convolutional Neural Networks. CoRR abs/2208.00087 (2022) - 2021
- [j33]Yongzhe Yan
, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
2D Wasserstein loss for robust facial landmark detection. Pattern Recognit. 116: 107945 (2021) - [j32]Anthony Berthelier, Thierry Chateau, Stefan Duffner, Christophe Garcia, Christophe Blanc:
Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. J. Signal Process. Syst. 93(8): 863-878 (2021) - [c101]Louisa Kessi, Frank Lebourgeois, Christophe Garcia:
Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships. CAIP (2) 2021: 57-72 - [c100]Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia:
Exploiting Visual Context to Identify People in TV Programs. CAIP (2) 2021: 220-230 - [c99]Clément Sage, Thibault Douzon, Alex Aussem, Véronique Eglin, Haytham Elghazel, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Data-Efficient Information Extraction from Documents with Pre-trained Language Models. ICDAR Workshops (2) 2021: 455-469 - [c98]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN 2021: 1-8 - [c97]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN 2021: 1-8 - [p1]Stefan Duffner, Christophe Garcia, Khalid Idrissi, Atilla Baskurt:
Similarity Metric Learning. Multi-faceted Deep Learning 2021: 103-125 - 2020
- [j31]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine 107: 101916 (2020) - [j30]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Xavier Naturel, Christophe Blanc, Christophe Garcia, Thierry Chateau:
Fine-grained facial landmark detection exploiting intermediate feature representations. Comput. Vis. Image Underst. 200: 103036 (2020) - [j29]Yongzhe Yan, Stefan Duffner, Xavier Naturel, Anthony Berthelier, Christophe Garcia, Christophe Blanc, Thierry Chateau:
Two-stage human hair segmentation in the wild using deep shape prior. Pattern Recognit. Lett. 136: 293-300 (2020) - [c96]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Network Traffic Modeling For IoT-device Re-identification. COINS 2020: 1-6 - [c95]Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia:
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. ICPR Workshops (1) 2020: 662-676 - [c94]Stefan Duffner, Christophe Garcia:
Multiple Instance Learning for Training Neural Networks under Label Noise. IJCNN 2020: 1-7 - [c93]Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia:
Unsupervised learning of co-occurrences for face images retrieval. MMAsia 2020: 12:1-12:7 - [i6]Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia:
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. CoRR abs/2007.10022 (2020)
2010 – 2019
- 2019
- [c92]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS 2019: 114-119 - [c91]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Routine Modeling with Time Series Metric Learning. ICANN (2) 2019: 579-592 - [i5]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Routine Modeling with Time Series Metric Learning. CoRR abs/1907.04666 (2019) - [i4]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
2D Wasserstein Loss for Robust Facial Landmark Detection. CoRR abs/1911.10572 (2019) - [i3]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
Facial Landmark Correlation Analysis. CoRR abs/1911.10576 (2019) - 2018
- [j28]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Handling noise in textual image resolution enhancement using online and offline learned dictionaries. Int. J. Document Anal. Recognit. 21(1-2): 137-157 (2018) - [j27]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Class-balanced siamese neural networks. Neurocomputing 273: 47-56 (2018) - [j26]Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt:
Pairwise Identity Verification via Linear Concentrative Metric Learning. IEEE Trans. Cybern. 48(1): 324-335 (2018) - [j25]Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite:
Low-Complexity Approximate Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(12): 5981-5992 (2018) - [c90]Bonan Cuan, Khalid Idrissi, Christophe Garcia:
Deep Siamese Network for Multiple Object Tracking. MMSP 2018: 1-6 - 2017
- [j24]Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia:
Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos. Pattern Recognit. 64: 245-254 (2017) - [j23]Stefan Duffner, Christophe Garcia:
Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. IEEE Trans. Image Process. 26(5): 2368-2380 (2017) - 2016
- [j22]Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi, Christophe Garcia:
Resolution enhancement of textual images: a survey of single image-based methods. IET Image Process. 10(4): 325-337 (2016) - [j21]Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt:
Siamese multi-layer perceptrons for dimensionality reduction and face identification. Multim. Tools Appl. 75(9): 5055-5073 (2016) - [j20]Stefan Duffner, Christophe Garcia:
Using Discriminative Motion Context for Online Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2215-2225 (2016) - [j19]Stefan Duffner, Christophe Garcia:
Visual Focus of Attention Estimation With Unsupervised Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2264-2272 (2016) - [c89]Clément Peyrard, Moez Baccouche, Christophe Garcia:
Blind Super-Resolution with Deep Convolutional Neural Networks. ICANN (2) 2016: 161-169 - [c88]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) 2016: 406-414 - [c87]Louisa Kessi, Frank Lebourgeois, Christophe Garcia:
An Efficient New PDE-based Characters Reconstruction after Graphics Removal. ICFHR 2016: 441-446 - [i2]Lilei Zheng, Ying Zhang, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt:
End-to-End Data Visualization by Metric Learning and Coordinate Transformation. CoRR abs/1612.08499 (2016) - 2015
- [j18]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection. Int. J. Document Anal. Recognit. 18(1): 87-107 (2015) - [c86]Louisa Kessi, Frank Lebourgeois, Christophe Garcia:
AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images. EPS 2015 - [c85]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Siamese neural network based similarity metric for inertial gesture classification and rejection. FG 2015: 1-6 - [c84]Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan, Songcan Chen, Shahar Mahpod, Yosi Keller, Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt, Modesto Castrillón Santana, Javier Lorenzo-Navarro:
The FG 2015 Kinship Verification in the Wild Evaluation. FG 2015: 1-7 - [c83]Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt:
Triangular similarity metric learning for face verification. FG 2015: 1-7 - [c82]Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt:
Logistic similarity metric learning for face verification. ICASSP 2015: 1951-1955 - [c81]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Joint denoising and magnification of noisy Low-Resolution textual images. ICDAR 2015: 871-875 - [c80]Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia:
Deep learning and recurrent connectionist-based approaches for Arabic text recognition in videos. ICDAR 2015: 1026-1030 - [c79]Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia:
ICDAR2015 competition on Text Image Super-Resolution. ICDAR 2015: 1201-1205 - [c78]Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia:
ALIF: A dataset for Arabic embedded text recognition in TV broadcast. ICDAR 2015: 1221-1225 - [c77]Clément Peyrard, Franck Mamalet, Christophe Garcia:
A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution. VISAPP (1) 2015: 84-91 - [c76]Louisa Kessi, Frank Lebourgeois, Christophe Garcia:
An Efficient Image Registration Method based on Modified NonLocal-Means - Application to Color Business Document Images. VISAPP (1) 2015: 166-173 - [c75]Louisa Kessi, Frank Lebourgeois, Christophe Garcia, Jean Duong:
AColDPS - Robust and Unsupervised Automatic Color Document Processing System. VISAPP (1) 2015: 174-185 - 2014
- [j17]Christian Wolf, Eric Lombardi, Julien Mille, Oya Çeliktutan, Mingyuan Jiu, Emre Dogan, Gonen Eren, Moez Baccouche, Emmanuel Dellandréa, Charles-Edmond Bichot, Christophe Garcia, Bülent Sankur:
Evaluation of video activity localizations integrating quality and quantity measurements. Comput. Vis. Image Underst. 127: 14-30 (2014) - [j16]Peng Wang, Véronique Eglin, Christine Largeron, Christophe Garcia, Josep Lladós, Alicia Fornés:
Représentation des mots manuscrits par graphe pour la recherche par similarité. Document Numérique 17(3): 53-75 (2014) - [j15]Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot:
Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation. Int. J. Document Anal. Recognit. 17(1): 19-31 (2014) - [j14]Ngoc-Son Vu, Thanh Phuong Nguyen, Christophe Garcia:
Improving texture categorization with biologically-inspired filtering. Image Vis. Comput. 32(6-7): 424-436 (2014) - [c74]Peng Wang, Véronique Eglin, Christophe Garcia, Christine Largeron, Josep Lladós, Alicia Fornés:
Représentation par graphe de mots manuscrits dans les images pour la recherche par similarité. CORIA-CIFED 2014: 233-248 - [c73]Peng Wang, Véronique Eglin, Christophe Garcia, Christine Largeron, Josep Lladós, Alicia Fornés:
A Novel Learning-Free Word Spotting Approach Based on Graph Representation. Document Analysis Systems 2014: 207-211 - [c72]Matej Kristan, Roman P. Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomás Vojír, Gustavo Fernández, Alan Lukezic, Aleksandar Dimitriev, Alfredo Petrosino, Amir Saffari, Bo Li, Bohyung Han, Cherkeng Heng, Christophe Garcia, Dominik Pangersic, Gustav Häger, Fahad Shahbaz Khan, Franci Oven, Horst Possegger, Horst Bischof, Hyeonseob Nam, Jianke Zhu, Jijia Li, Jin Young Choi, Jinwoo Choi, João F. Henriques, Joost van de Weijer, Jorge Batista, Karel Lebeda, Kristoffer Öfjäll, Kwang Moo Yi, Lei Qin, Longyin Wen, Mario Edoardo Maresca, Martin Danelljan, Michael Felsberg, Ming-Ming Cheng, Philip H. S. Torr, Qingming Huang, Richard Bowden, Sam Hare, Samantha YueYing Lim, Seunghoon Hong, Shengcai Liao, Simon Hadfield, Stan Z. Li, Stefan Duffner, Stuart Golodetz, Thomas Mauthner, Vibhav Vineet, Weiyao Lin, Yang Li, Yuankai Qi, Zhen Lei, Zhi Heng Niu:
The Visual Object Tracking VOT2014 Challenge Results. ECCV Workshops (2) 2014: 191-217 - [c71]Stefan Duffner, Christophe Garcia:
Exploiting Contextual Motion Cues for Visual Object Tracking. ECCV Workshops (2) 2014: 232-243 - [c70]Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia:
3D gesture classification with convolutional neural networks. ICASSP 2014: 5432-5436 - [c69]Rim Walha, Fadoua Drira, Adel M. Alimi, Frank Lebourgeois, Christophe Garcia:
A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. ICFHR 2014: 696-701 - [c68]Peng Wang, Véronique Eglin, Christine Largeron, Christophe Garcia:
Handwritten word spotting based on a hybrid optimal distance. ICIP 2014: 2580-2584 - [c67]Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia:
Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing. ICIP 2014: 3028-3032 - [c66]Peng Wang, Véronique Eglin, Christophe Garcia, Christine Largeron, Josep Lladós, Alicia Fornés:
A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance. ICPR 2014: 3074-3079 - [c65]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. ICPR 2014: 4459-4464 - 2013
- [c64]Yuyao Zhang, Younes Benhamza, Khalid Idrissi, Christophe Garcia:
Incremental Principal Component Analysis-Based Sparse Representation for Face Pose Classification. ACIVS 2013: 620-631 - [c63]Stefan Duffner, Christophe Garcia:
Unsupervised online learning of visual focus of attention. AVSS 2013: 25-30 - [c62]Grégoire Lefebvre, Christophe Garcia:
Learning a bag of features based nonlinear metric for facial similarity. AVSS 2013: 238-243 - [c61]Peng Wang, Véronique Eglin, Christine Largeron, Antony McKenna, Christophe Garcia:
Exploring Interest Points and Local Descriptors for Word Spotting Application on Historical Handwriting Images. CAIP (2) 2013: 408-415 - [c60]Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia:
BLSTM-RNN Based 3D Gesture Classification. ICANN 2013: 381-388 - [c59]Julien N. P. Martel, Toru Nakashika, Christophe Garcia, Khalid Idrissi:
A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification. ICANN 2013: 397-404 - [c58]Stefan Duffner, Christophe Garcia:
PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. ICCV 2013: 2480-2487 - [c57]Peng Wang, Véronique Eglin, Christophe Garcia, Christine Largeron, Antony McKenna:
A Comprehensive Representation Model for Handwriting Dedicated to Word Spotting. ICDAR 2013: 450-454 - [c56]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. ICDAR 2013: 484-488 - [c55]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. ICIAP (2) 2013: 439-448 - [c54]Yuyao Zhang, Khalid Idrissi, Christophe Garcia:
A Dictionary-Learning Sparse Representation framework for pose classification. MLSP 2013: 1-6 - [i1]Ngoc-Son Vu, Thanh Phuong Nguyen, Christophe Garcia:
Improving Texture Categorization with Biologically Inspired Filtering. CoRR abs/1312.0072 (2013) - 2012
- [j13]Mingyuan Jiu, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Supervised Learning and Codebook Optimization for Bag-of-Words Models. Cogn. Comput. 4(4): 409-419 (2012) - [c53]Yuyao Zhang, Younes Benhamza, Khalid Idrissi, Christophe Garcia:
Kernel Similarity Based AAMs for Face Recognition. ACIVS 2012: 395-406 - [c52]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. BMVC 2012: 1-12 - [c51]Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot:
Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR. Document Analysis Systems 2012: 120-124 - [c50]Franck Mamalet, Christophe Garcia:
Simplifying ConvNets for Fast Learning. ICANN (2) 2012: 58-65 - [c49]Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot:
Text Recognition in Videos Using a Recurrent Connectionist Approach. ICANN (2) 2012: 172-179 - [c48]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition. ICPR 2012: 3823-3826 - [c47]Toru Nakashika, Christophe Garcia, Tetsuya Takiguchi:
Local-feature-map Integration Using Convolutional Neural Networks for Music Genre Classification. INTERSPEECH 2012: 1752-1755 - 2011
- [c46]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Sequential Deep Learning for Human Action Recognition. HBU 2011: 29-39 - [c45]Khaoula Elagouni, Christophe Garcia, Pascale Sébillot:
A comprehensive neural-based approach for text recognition in videos using natural language processing. ICMR 2011: 23 - 2010
- [c44]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. ICANN (2) 2010: 154-159 - [c43]Franck Mamalet, Sébastien Roux, Christophe Garcia:
Embedded facial image processing with Convolutional Neural Networks. ISCAS 2010: 261-264
2000 – 2009
- 2009
- [j12]Renaud Séguier, Sylvain Le Gallou, Gaspard Breton, Christophe Garcia:
Adapted Active Appearance Models. EURASIP J. Image Video Process. 2009 (2009) - [c42]Zohra Saidane, Christophe Garcia, Jean-Luc Dugelay:
The image Text Recognition Graph (iTRG). ICME 2009: 266-269 - [c41]Sébastien Onis, Christophe Garcia, Henri Sanson, Jean-Luc Dugelay:
Object detection with a minimal set of examples using Convolutional PCA. MMSP 2009: 1-4 - 2008
- [j11]Sid-Ahmed Berrani, Christophe Garcia:
Robust detection of outliers for projection-based face recognition methods. Multim. Tools Appl. 38(2): 271-291 (2008) - [c40]Grégoire Lefebvre, Christophe Garcia:
A heterogeneous descriptor fusion process for visual concept identification. FUSION 2008: 1-8 - [c39]Zohra Saidane, Christophe Garcia:
An Automatic Method for Video Character Segmentation. ICIAR 2008: 557-566 - [c38]Grégoire Lefebvre, Christophe Garcia:
A probabilistic Self-Organizing Map for facial recognition. ICPR 2008: 1-4 - [c37]Stefan Duffner, Christophe Garcia:
Robust Face Alignment Using Convolutional Neural Networks. VISAPP (2) 2008: 30-37 - [c36]Sébastien Onis, Henri Sanson, Christophe Garcia, Jean-Luc Dugelay:
Efficient Object Detection Robust to RST with Minimal Set of Examples. VISAPP (2) 2008: 179-185 - [c35]Manolis Delakis, Christophe Garcia:
text Detection with Convolutional Neural Networks. VISAPP (2) 2008: 290-294 - 2007
- [j10]Franck Mamalet, Sébastien Roux, Christophe Garcia:
Real-Time Video Convolutional Face Finder on Embedded Platforms. EURASIP J. Embed. Syst. 2007 (2007) - [j9]Christophe Garcia, Jörn Ostermann, Timothy F. Cootes:
Facial Image Processing. EURASIP J. Image Video Process. 2007 (2007) - [c34]Stefan Duffner, Christophe Garcia:
Face recognition using non-linear image reconstruction. AVSS 2007: 459-464 - [c33]Grégoire Lefebvre, Christophe Garcia:
Facial biometry by stimulating salient singularity masks. AVSS 2007: 511-516 - [c32]Stefan Duffner, Christophe Garcia:
An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. ICANN (1) 2007: 249-258 - [c31]Zohra Saidane, Christophe Garcia:
Robust Binarization for Video Text Recognition. ICDAR 2007: 874-879 - [c30]Sylvain Le Gallou, Gaspard Breton, Renaud Séguier, Christophe Garcia:
Avatar Puppetry Using Real-Time Audio and Video Analysis. IVA 2007: 391-392 - 2006
- [j8]Ghislain Bidaut, Frank J. Manion, Christophe Garcia, Michael F. Ochs:
WaveRead: Automatic measurement of relative gene expression levels from microarrays using wavelet analysis. J. Biomed. Informatics 39(4): 379-388 (2006) - [c29]Yutaka Hirano, Christophe Garcia, Rahul Sukthankar, Anthony Hoogs:
Industry and Object Recognition: Applications, Applied Research and Challenges. Toward Category-Level Object Recognition 2006: 49-64 - [c28]Stefan Duffner, Christophe Garcia:
A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. ICANN (2) 2006: 14-23 - [c27]Sébastien Roux, Franck Mamalet, Christophe Garcia:
Embedded Convolutional Face Finder. ICME 2006: 285-288 - [c26]Grégoire Lefebvre, Christophe Laurent, Julien Ros, Christophe Garcia:
Supervised Image Classification by SOM Activity Map Comparison. ICPR (2) 2006: 728-731 - [c25]Gaspard Breton, Danielle Pelé, Christophe Garcia:
Modeling gaze behavior for a 3D ECA in a dialogue situation. IUI 2006: 333-335 - 2005
- [c24]Sid-Ahmed Berrani, Christophe Garcia:
Enhancing face recognition from video sequences using robust statistics. AVSS 2005: 324-329 - [c23]Muriel Visani, Christophe Garcia, Jean-Michel Jolion:
Normalized radial basis function networks and bilinear discriminant analysis for face recognition. AVSS 2005: 342-347 - [c22]Sid-Ahmed Berrani, Christophe Garcia:
On the impact of outliers on high-dimensional data analysis methods for face recognition. CVDB 2005: 43-49 - [c21]Gaspard Breton, Danielle Pelé, Christophe Garcia, Franck Panaget, Philippe Bretier:
Modeling Gaze Behavior for a 3D ECA in a Dialogue Situation. Gesture Workshop 2005: 252-255 - [c20]Muriel Visani, Christophe Garcia, Jean-Michel Jolion:
Bilinear Discriminant Analysis for Face Recognition. ICAPR (2) 2005: 247-256 - [c19]Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang:
The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176 - [c18]Caroline Mallauran, Jean-Luc Dugelay, Florent Perronnin, Christophe Garcia:
Online face detection and user authentication. ACM Multimedia 2005: 219-220 - [c17]Muriel Visani, Christophe Garcia, Jean-Michel Jolion:
Face Recognition Using Modular Bilinear Discriminant Analysis. VISUAL 2005: 24-34 - 2004
- [j7]Christophe Garcia, Manolis Delakis:
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection. IEEE Trans. Pattern Anal. Mach. Intell. 26(11): 1408-1423 (2004) - [c16]Muriel Visani, Christophe Garcia, Jean-Michel Jolion:
Two-Dimensional-Oriented Linear Discriminant Analysis for Face Recognition. ICCVG 2004: 1008-1017 - [c15]Muriel Visani, Christophe Garcia, Christophe Laurent:
Comparing Robustness of Two-Dimensional PCA and Eigenfaces for Face Recognition. ICIAR (2) 2004: 717-724 - 2002
- [j6]Christophe Garcia, George Tziritas:
Optimal projection of 2-D displacements for 3-D translational motion estimation. Image Vis. Comput. 20(11): 793-804 (2002) - [j5]Eftichis Sifakis, Christophe Garcia, Georgios Tziritas:
Bayesian Level Sets for Image Segmentation. J. Vis. Commun. Image Represent. 13(1-2): 44-64 (2002) - [c14]Christophe Garcia, Manolis Delakis:
A Neural Architecture for Fast and Robust Face Detection. ICPR (2) 2002: 44-47 - 2001
- [c13]Christophe Garcia, George Tziritas:
: 3D translational motion estimation from 2D displacements. ICIP (2) 2001: 945-948 - 2000
- [j4]Christophe Garcia, George Zikos, George Tziritas:
Wavelet packet analysis for face recognition. Image Vis. Comput. 18(4): 289-297 (2000) - [c12]Christophe Garcia, X. Apostolidis:
Text detection and segmentation in complex color images. ICASSP 2000: 2326-2329 - [c11]Rémi Ronfard, Christophe Garcia, Jean Carrive:
Conceptual Indexing of Televison Images Based on Face and Caption Sizes and Locations. VISUAL 2000: 349-359
1990 – 1999
- 1999
- [j3]Christophe Garcia:
Fully Vision-based Calibration of a Hand-Eye Robot. Auton. Robots 6(2): 223-238 (1999) - [j2]Fadi Dornaika, Christophe Garcia:
Pose Estimation using Point and Line Correspondences. Real Time Imaging 5(3): 215-230 (1999) - [j1]Christophe Garcia, George Tziritas:
Face Detection Using Quantized Skin Color Regions Merging and Wavelet Packet Analysis. IEEE Trans. Multim. 1(3): 264-277 (1999) - [c10]Christophe Garcia, George Zikos, George Tziritas:
Face Detection in Color Images Using Wavelet Packet Analysis. ICMCS, Vol. 1 1999: 703-708 - [c9]Patrick Bouthemy, Christophe Garcia, Rémi Ronfard, George Tziritas, Emmanuel Veneau, Didier Zugaj:
Scene Segmentation and Image Feature Extraction for Video Indexing and Retrieval. VISUAL 1999: 245-252 - 1998
- [c8]Vali Lalioti, Christophe Garcia, Frank Hasenbrink:
Meet.Me@Cyberstage: towards Immersive Telepresence. EGVE 1998: 90-102 - [c7]Vali Lalioti, Christophe Garcia, Frank Hasenbrink:
Virtual meeting in cyberstage. VRST 1998: 205-212 - 1997
- [c6]Fadi Dornaika, Christophe Garcia:
Object Pose by Affine Iterations. ICIAP (1) 1997: 478-485 - 1995
- [c5]Santiago Candela Solá, Christophe Garcia, Francisco Alayón Hernández, J. Muñoz:
Cast System Approach for Visual Inspection. EUROCAST 1995: 459-464 - 1993
- [c4]Santiago Candela Solá, Christophe Garcia, J. Muñoz, Francisco Alayón Hernández:
Facilitatory Process for Contrast Detection. DEXA 1993: 627-630 - [c3]José Antonio Muñoz-Blanco, Christophe Garcia, Francisco Alayón Hernández, Santiago Candela Solá:
Systems Concepts for Visual Texture Change Detection Strategy. EUROCAST 1993: 357-365 - 1991
- [c2]Christophe Garcia, Santiago Candela Solá:
Computer Aided Vision (CAV) A CASt Method for Artificial Vision Systems. EUROCAST 1991: 389-401 - [c1]Santiago Candela Solá, José Antonio Muñoz-Blanco, Christophe Garcia, Francisco Alayón Hernández:
A CAST System for Visual Fault Detection Research. EUROCAST 1991: 402-411
Coauthor Index
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