Christophe Garcia

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 56

Top Venues

Publications

Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Long-Range Transformer Architectures for Document Understanding. ICDAR Workshops (2) (2023)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks. CoRR (2023)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Long-Range Transformer Architectures for Document Understanding. CoRR (2023)
Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia
Exploring Continual Learning and Self-learning for Historical Digit Recognition. CW (2023)
Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia
Toward Digits Recognition Using Continual Learning. MMSP (2023)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) (2022)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD (2022)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Improving Information Extraction on Business Documents with Specific Pre-training Tasks. DAS (2022)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN (2021)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN (2021)
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) (2021)
Louisa Kessi, Frank Lebourgeois, Christophe Garcia
Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships. CAIP (2) (2021)
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 (2021)
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)
Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia
Exploiting Visual Context to Identify People in TV Programs. CAIP (2) (2021)
Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia
Pseudo-Norm. ICPR Workshops (1) (2020)
Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia
Unsupervised learning of co-occurrences for face images retrieval. MMAsia (2020)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine 107 (2020)
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 (2020)
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 (2020)
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 (2020)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Network Traffic Modeling For IoT-device Re-identification. COINS (2020)
Stefan Duffner, Christophe Garcia
Multiple Instance Learning for Training Neural Networks under Label Noise. IJCNN (2020)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS (2019)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Routine Modeling with Time Series Metric Learning. CoRR (2019)
Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
Facial Landmark Correlation Analysis. CoRR (2019)
Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
2D Wasserstein Loss for Robust Facial Landmark Detection. CoRR (2019)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Routine Modeling with Time Series Metric Learning. ICANN (2) (2019)
Bonan Cuan, Khalid Idrissi, Christophe Garcia
Deep Siamese Network for Multiple Object Tracking. MMSP (2018)
Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
Pairwise Identity Verification via Linear Concentrative Metric Learning. IEEE Trans. Cybern. 48 (1) (2018)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Class-balanced siamese neural networks. Neurocomputing 273 (2018)
Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite
Low-Complexity Approximate Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
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) (2018)
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 (2017)
Stefan Duffner, Christophe Garcia
Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. IEEE Trans. Image Process. 26 (5) (2017)
Stefan Duffner, Christophe Garcia
Visual Focus of Attention Estimation With Unsupervised Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
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) (2016)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) (2016)
Lilei Zheng, Ying Zhang, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
End-to-End Data Visualization by Metric Learning and Coordinate Transformation. CoRR (2016)
Stefan Duffner, Christophe Garcia
Using Discriminative Motion Context for Online Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
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) (2016)
Clément Peyrard, Moez Baccouche, Christophe Garcia
Blind Super-Resolution with Deep Convolutional Neural Networks. ICANN (2) (2016)
Louisa Kessi, Frank Lebourgeois, Christophe Garcia
An Efficient New PDE-based Characters Reconstruction after Graphics Removal. ICFHR (2016)
Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt
Triangular similarity metric learning for face verification. FG (2015)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Siamese neural network based similarity metric for inertial gesture classification and rejection. FG (2015)
Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt
Logistic similarity metric learning for face verification. ICASSP (2015)
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) (2015)
Louisa Kessi, Frank Lebourgeois, Christophe Garcia
AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images. EPS (2015)
Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia
Deep learning and recurrent connectionist-based approaches for Arabic text recognition in videos. ICDAR (2015)
Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia
ICDAR2015 competition on Text Image Super-Resolution. ICDAR (2015)
Louisa Kessi, Frank Lebourgeois, Christophe Garcia, Jean Duong
AColDPS - Robust and Unsupervised Automatic Color Document Processing System. VISAPP (1) (2015)
Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
Joint denoising and magnification of noisy Low-Resolution textual images. ICDAR (2015)
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)
Clément Peyrard, Franck Mamalet, Christophe Garcia
A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution. VISAPP (1) (2015)
Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia
ALIF: A dataset for Arabic embedded text recognition in TV broadcast. ICDAR (2015)
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)
Peng Wang, Véronique Eglin, Christine Largeron, Christophe Garcia
Handwritten word spotting based on a hybrid optimal distance. ICIP (2014)
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 (2014)
Stefan Duffner, Christophe Garcia
Exploiting Contextual Motion Cues for Visual Object Tracking. ECCV Workshops (2) (2014)
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)
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, Jin-Woo 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)
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)
Ngoc-Son Vu, Thanh Phuong Nguyen, Christophe Garcia
Improving texture categorization with biologically-inspired filtering. Image Vis. Comput. 32 (6-7) (2014)
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)
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) (2014)
Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia
3D gesture classification with convolutional neural networks. ICASSP (2014)
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)
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)
Sonia Yousfi, Sid-Ahmed Berrani, Christophe Garcia
Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing. ICIP (2014)
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) (2014)
Yuyao Zhang, Khalid Idrissi, Christophe Garcia
A Dictionary-Learning Sparse Representation framework for pose classification. MLSP (2013)
Yuyao Zhang, Younes Benhamza, Khalid Idrissi, Christophe Garcia
Incremental Principal Component Analysis-Based Sparse Representation for Face Pose Classification. ACIVS (2013)
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)
Ngoc-Son Vu, Thanh Phuong Nguyen, Christophe Garcia
Improving Texture Categorization with Biologically Inspired Filtering. CoRR (2013)
Stefan Duffner, Christophe Garcia
PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. ICCV (2013)
Peng Wang, Véronique Eglin, Christophe Garcia, Christine Largeron, Antony McKenna
A Comprehensive Representation Model for Handwriting Dedicated to Word Spotting. ICDAR (2013)
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)
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)
Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia
BLSTM-RNN Based 3D Gesture Classification. ICANN (2013)
Stefan Duffner, Christophe Garcia
Unsupervised online learning of visual focus of attention. AVSS (2013)
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)
Grégoire Lefebvre, Christophe Garcia
Learning a bag of features based nonlinear metric for facial similarity. AVSS (2013)
Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
Text Recognition in Videos Using a Recurrent Connectionist Approach. ICANN (2) (2012)
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)
Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. BMVC (2012)
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)
Mingyuan Jiu, Christian Wolf, Christophe Garcia, Atilla Baskurt
Supervised Learning and Codebook Optimization for Bag-of-Words Models. Cogn. Comput. 4 (4) (2012)
Toru Nakashika, Christophe Garcia, Tetsuya Takiguchi
Local-feature-map Integration Using Convolutional Neural Networks for Music Genre Classification. INTERSPEECH (2012)
Franck Mamalet, Christophe Garcia
Simplifying ConvNets for Fast Learning. ICANN (2) (2012)
Yuyao Zhang, Younes Benhamza, Khalid Idrissi, Christophe Garcia
Kernel Similarity Based AAMs for Face Recognition. ACIVS (2012)
Khaoula Elagouni, Christophe Garcia, Pascale Sébillot
A comprehensive neural-based approach for text recognition in videos using natural language processing. ICMR (2011)
Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
Sequential Deep Learning for Human Action Recognition. HBU (2011)
Franck Mamalet, Sébastien Roux, Christophe Garcia
Embedded facial image processing with Convolutional Neural Networks. ISCAS (2010)
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)
Renaud Séguier, Sylvain Le Gallou, Gaspard Breton, Christophe Garcia
Adapted Active Appearance Models. EURASIP J. Image Video Process. 2009 (2009)
Sébastien Onis, Christophe Garcia, Henri Sanson, Jean-Luc Dugelay
Object detection with a minimal set of examples using Convolutional PCA. MMSP (2009)
Zohra Saidane, Christophe Garcia, Jean-Luc Dugelay
The image Text Recognition Graph (iTRG). ICME (2009)
Zohra Saidane, Christophe Garcia
An Automatic Method for Video Character Segmentation. ICIAR (2008)
Sébastien Onis, Henri Sanson, Christophe Garcia, Jean-Luc Dugelay
Efficient Object Detection Robust to RST with Minimal Set of Examples. VISAPP (2) (2008)
Manolis Delakis, Christophe Garcia
text Detection with Convolutional Neural Networks. VISAPP (2) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christophe Garcia