Christophe Garcia


Professor


Team(s) Imagine
Institution 
Institut National des Sciences Appliquées de Lyon
Location 
Blaise Pascal (INSA)
Email christophe.garcia at liris.cnrs.fr
Professional phone number
Personal page

Publications (IdHAL : christophe-garcia)

Publications LIRIS pour Christophe Garcia (94)

  • 2022 (3)
  • 2021 (6)
  • 2020 (7)
  • 2019 (4)
  • 2018 (5)
  • 2017 (4)
  • 2016 (5)
    • Journals (1)
      • International journals with peer review (1)
        •  Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia & Adel Alimi (2016). "Resolution enhancement of textual images: a survey of single image-based methods". IET Image Processing, vol. Volume 10, Issue 4, pp. 325-337. doi : 10.1049/iet-ipr.2015.0334. HAL : hal-01421267.
    • Conferences (3)
    • Book edition (books, chapters, seminars, congress, special numbers) (1)
      •  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2016). "AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images". European Project Space on Computer Vision, Graphics, Optics and PhotonicsBerlin, GermanyMarch, 2015Filipa Duarte (Ed.), SCITERESS, Sponsored and Organized by INSTICC Published by SCITEPRESS. HAL : hal-01272998.
  • 2015 (15)
    • Journals (4)
    • Conferences (11)
      • International conferences with peer review (11)
        •  Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan et al. (2015). "The FG 2015 Kinship Verification in the Wild Evaluation". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158942. .
        •  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Triangular Similarity Metric Learning for Face Verification". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158908. .
        •  Walha Rim, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Alimi Adel (2015). "Joint Denoising and Magnification of Noisy Low-Resolution Textual Images". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152207.
        •  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Logistic Similarity Metric Learning for Face Verification". 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, 24 avril 2015, Brisbane (Australia). HAL : hal-01158949. .
        •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2015). "Deep Learning and Recurrent Connectionist-based Approaches for Arabic Text Recognition in Videos". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152209.
        •  Clément Peyrard, Moez Baccouche, Franck Mamalet & Christophe Garcia (2015). "ICDAR2015 Competition on Text Image Super-Resolution". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01157903.
        •  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2015). "Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection". International Conference on Automatic Face and Gesture Recognition, 8 mai 2015, Ljubljana (Slovenia), pp. 1-6. doi : 10.1109/FG.2015.7163112. HAL : hal-01179993. .
        •  Clément Peyrard, Franck Mamalet & Christophe Garcia (2015). "A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution". International Conference on Computer Vision Theory and Applications, 14 mars 2015, Berlin (Germany). doi : 10.5220/0005297200840091. HAL : hal-01260671.
        •  Louisa Kessi, Frank Le Bourgeois, Christophe Garcia & Jean Duong (2015). "AColDPS : Robust and Unsupervised Automatic Color Document Processing System". VISAPP 2015, 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 14 mars 2015, Berlin (Germany). doi : 10.5220/0005315801740185. HAL : hal-01272989. .
        •  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2015). "An Eficient Image Registration Method based on Modified NonLocal - Means : Application to Color Business Document Images". 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 14 mars 2015, Berlin (Germany), pp. 166-173. doi : 10.5220/0005315301660173. HAL : hal-01272993. .
        •  Matej Kristan, Jiri Matas, Aleš Leonardis, Michael Felsberg, Luka Cehovin, Gustavo Fernández, Tomas Vojir, Gustav Häger, Georg Nebehay et al. (2015). "The Visual Object Tracking VOT2015 Challenge Results". Visual Object Tracking Workshop 2015 at ICCV2015, 12 décembre 2015, Santiago (Chile). doi : 10.1109/ICCVW.2015.79. HAL : hal-01336773. .
  • 2014 (19)
    • Journals (5)
      • International journals with peer review (4)
      • National journals with peer review (1)
        •  Wang Peng, Véronique Eglin, Christine Largeron, Christophe Garcia, Josep Lladós & Alicia Fornés (2014). "Représentation des mots manuscrits par graphe pour la recherche par similarité". Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 17, #3, pp. 53-75. doi : 10.3166/dn.17.3.53-75. HAL : hal-01223299.
    • Conferences (12)
      • International conferences with peer review (11)
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "Histogram of Structure Tensors: Application to Pattern Clustering". International Conference on Computer Graphics, Visualization and Computer Vision 2014 (WSCG 2014), 2 juin 2014, Pizen (Czech Republic). HAL : hal-01584905.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "A Sparse Coding based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images". 14th International Conference on Frontiers in Handwriting Recognition (ICFHR-2014), 1 septembre 2014, Crete (Greece). doi : 10.1109/ICFHR.2014.122. HAL : hal-01584904.
        •  Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia & M. Alimi Adel (2014). "Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution". 22nd International Conference on Pattern Recognition (ICPR), 28 août 2014, Stockholm (Sweden), pp. 4459-4464. doi : 10.1109/ICPR.2014.763. HAL : hal-01574556.
        •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France). HAL : hal-01584915.
        •  Christine Largeron, Peng Wang, Véronique Eglin & Christophe Garcia (2014). "Handwritten Word Spotting Based on A Hybrid Optimal Distance". International Conference on Image Processing (ICIP 2014), 30 octobre 2014, Paris (France), xxx. HAL : ujm-01017645.
        •  Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre & Christophe Garcia (2014). "3D gesture classification with convolutional neural networks". International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 9 mai 2014, Florence (Italy), pp. 5432-5436. doi : 10.1109/ICASSP.2014.6854641. HAL : hal-01180542. .
        •  Christine Largeron, Véronique Eglin, Christophe Garcia, Peng Wang, Llados J. & Fornes A. (2014). "A novel learning-free word spotting approach based on graph representation". 11th IAPR workshop on Document Analysis System (DAS 2014), 10 juillet 2014, Tours (France), xx. HAL : ujm-01017651.
        •  Christine Largeron, Véronique Eglin, Christophe Garcia & Peng Wang (2014). "A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance". International Conference on Pattern Recognition (ICPR 2014), 28 juillet 2014, Stockholm (Sweden), xx. HAL : ujm-01017646.
        •  Matej Kristan, Roman Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomas Vojir, Gustavo Fernández, Alan Lukezic et al. (2014). "The Visual Object Tracking VOT2014 challenge results". Computer Vision - ECCV 2014 -Workshop on Visual Object Tracking Challenge (VOT2014), 6 septembre 2014, Zurich (Switzerland), pp. 1-27. doi : 10.1007/978-3-319-16181-5_14. HAL : hal-01301090. .
        •  Stefan Duffner & Christophe Garcia (2014). "Exploiting contextual motion cues for visual object tracking". Workshop on Visual Object Tracking Challenge (VOT2014) - ECCV, 6 septembre 2014, Zurich (Switzerland), pp. 1-12. HAL : hal-01301089.
        •  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Dysarthric Speech Recognition Using a Convolutive Bottleneck Network". IEEE International Conference on Signal Processing (ICSP), 19 octobre 2014, HangZhou (China), pp. 505-509. HAL : hal-01301122.
      • National conferences with peer review (1)
        •  Christine Largeron, Fornes A., Véronique Eglin, Christophe Garcia, Llados J. & Peng Wang (2014). "Représentation par graphe de mots manuscrits dans les images pour la recherche par similarité". Colloque International Francophone sur l'Écrit et le Document, 21 mars 2014, Nancy (France). HAL : ujm-01017658.
    • Book edition (books, chapters, seminars, congress, special numbers) (1)
    • Others (1)
      •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Boosting-based approaches for Arabic text detection in news videos". The 11th IAPR International Workshop on Document Analysis Systems (DAS'14), 4 avril 2014, Tours (France). Poster. HAL : hal-01584898.
  • 2013 (12)
    • Conferences (12)
      • International conferences with peer review (12)
        •  Stefan Duffner & Christophe Garcia (2013). "PixelTrack: a fast adaptive algorithm for tracking non-rigid objects". International Conference on Computer Vision (ICCV 2013), 1 décembre 2013, Sydney (Australia), pp. 2480-2487. HAL : hal-00976387. .
        •  Christophe Garcia (2013). "Deep Learning for Low Resolution Face Analysis". International Workshop on Low Resolution Face Analysis (LRFA 2013), 27 août 2013, Krakow (Poland), 1 -6. HAL : hal-01339251.
        •  Yuyao Zhang, Younes Houari Benhamza, Khalid Idrissi & Christophe Garcia (2013). "Incremental Principal Component Analysis-based Sparse Representation for Face Pose Classification". International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2013), 28 octobre 2013, Poznan (Poland), pp. 620-631. doi : 10.1007/978-3-319-02895-8_56. HAL : hal-01351703.
        •  Christine Largeron, Véronique Eglin, Christophe Garcia, Antony Mckenna & Peng Wang (2013). "Exploring Interest Points and local description for Word Spotting Application on Historical Handwriting images". International Conference on Computer Analysis on Images and Patterns, CAIP 2013, 29 août 2013, york (United Kingdom), pp. 408-415. HAL : ujm-00870695.
        •  Stefan Duffner & Christophe Garcia (2013). "Unsupervised Online Learning of Visual Focus of Attention". 10-th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2013), 27 août 2013, Krakow (Poland), pp. 25-30. HAL : hal-00976391. .
        •  Yuyao Zhang, Khalid Idrissi & Christophe Garcia (2013). "A Dictionary-Learning Sparse Representation Framework for Pose Classification". IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), 22 septembre 2013, Southampton (United Kingdom), pp. 1-6. doi : 10.1109/MLSP.2013.6661971. HAL : hal-01339254.
        •  Grégoire Lefebvre & Christophe Garcia (2013). "Learning a bag of features based nonlinear metric for facial similarity". Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on, 30 août 2013, Krakow (Poland). doi : 10.1109/AVSS.2013.6636646. HAL : hal-01218768. .
        •  Christine Largeron, Peng Wang, Véronique Eglin, Antony Mckenna & Christophe Garcia (2013). "A comprehensive representation model for handwriting dedicated to word spotting". International Conference on Document Analysis and Recognition (ICDAR), 28 août 2013, Washington (United States of America). HAL : ujm-00870693.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2013). "Multiple Learned Dictionaries based Clustered Sparse Coding for the Super-Resolution of Signle Text Image". International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington (United States of America), pp. 234-240. doi : 10.1109/ICDAR.2013.103. HAL : hal-01339188.
        •  Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet & Christophe Garcia (2013). "BLSTM-RNN based 3D Gesture Classification". Artificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, 13 septembre 2013, Sofia (Bulgaria). HAL : hal-01224806. .
        •  Julien Martel, Toru Nakashika, Christophe Garcia & Khalid Idrissi (2013). "A Combination of Hand-crafted and Hierarchical High-level Learnt Feature Extraction for Music Genre Classification". International Conference on Artificial Neural Networks (ICANN 2013), 10 septembre 2013, Sofia (Bulgaria), pp. 397-404. doi : 10.1007/978-3-642-40728-4_50. HAL : hal-01339196.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2013). "Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding". International Conference on Image Analysis and Processing (ICIAP 2013), 9 septembre 2013, Naples (Italy), pp. 439-448. doi : 10.1007/978-3-642-41184-7_45. HAL : hal-01339214.
  • 2012 (10)
    • Journals (1)
    • Conferences (9)
      • International conferences with peer review (7)
        •  Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia & Atilla Baskurt (2012). "Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification". British Machine Vision Conference (BMVC), 3 septembre 2012, Guildford (United Kingdom), 124.1-124.12. doi : 10.5244/C.26.124. HAL : hal-01353046.
        •  Khaoula Elagouni, Christophe Garcia, Franck Mamalet & Pascale Sébillot (2012). "Combining Multi-Scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR". 10th IAPR International Workshop on Document Analysis Systems, DAS, 29 mars 2012, Gold Coast, Queensland (Australia), pp. 120-124. HAL : hal-00753908. .
        •  Khaoula Elagouni, Christophe Garcia, Franck Mamalet & Pascale Sébillot (2012). "Text Recognition in Videos using a Recurrent Connectionist Approach". 22th International Conference on Artificial Neural Networks, ICANN, 14 septembre 2012, Lausanne (Switzerland), pp. 172-179. doi : 10.1007/978-3-642-33266-1_22. HAL : hal-00753906. .
        •  Toru Nakashika, Christophe Garcia & Tetsuya Takiguchi (2012). "Local-feature-map Integration Using Convolutional Neural Networks for Music Genre Classification". 13th Annual Conference of the International Speech Communication Association (INTERSPEECH 2012), 9 septembre 2012, Portland, Oregon (United States of America), pp. 1752-1755. HAL : hal-01353004.
        •  Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia & Atilla Baskurt (2012). "Sparse Shift-Invariant Representation of Local 2D Patterns and Sequence Learning for Human Action Recognition". 21st International Conference on Pattern Recognition (ICPR), 11 novembre 2012, Tsukuba Science City (Japan), pp. 3823-3826. HAL : hal-01353014.
        •  Franck Mamalet & Christophe Garcia (2012). "Simplifying ConvNets for Fast Learning". International Conference on Artificial Neural Networks (ICANN 2012), 11 septembre 2012, Lausanne, Switzerland (Switzerland), pp. 58-65. doi : 10.1007/978-3-642-33266-1_8. HAL : hal-01353039.
        •  Yuyao Zhang, Younes Houari Benhamza, Khalid Idrissi & Christophe Garcia (2012). "Kernel Similarity based AAMs for Face Recognition". Advanced Concepts for Intelligent Vision Systems (ACIVS 2012), 4 septembre 2012, Brno (Czech Republic), 395 -406. HAL : hal-01353008.
      • National conferences with peer review (2)
        •  Mingyuan Jiu, Christian Wolf, Christophe Garcia & Atilla Baskurt (2012). "Supervised learning and codebook optimization with neural network". COmpression et REprésentation des Signaux Audiovisuels (CORESA 2012), 24 mai 2012, Lille (France), pp. 50-55. HAL : hal-01352975.
        •  Yuyao Zhang, Younes Houari Benhamza, Khalid Idrissi & Christophe Garcia (2012). "Probabilistic Active Appearance Models". Compression et Représentation des Signaux Audiovisuels (CORESA'12), 24 mai 2012, Lille (France), pp. 217-222. HAL : hal-01353005.
  • 2011 (4)
    • Conferences (4)
      • International conferences with peer review (2)
        •  Khaoula Elagouni, Christophe Garcia & Pascale Sébillot (2011). "A Comprehensive Neural-Based Approach for Text Recognition in Videos using Natural Language Processing". ACM International Conference on Multimedia Retrieval, ICMR, Trento (Italy), 8 pages, 2 columns. HAL : hal-00645219. .
        •  Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia & Atilla Baskurt (2011). "Sequential Deep Learning for Human Action Recognition". 2nd International Workshop on Human Behavior Understanding (HBU), 16 novembre 2011, Amsterdam (Netherlands), pp. 29-39. doi : 10.1007/978-3-642-25446-8_4. HAL : hal-01354493.
      • National conferences with peer review (2)
        •  Khaoula Elagouni, Christophe Garcia & Pascale Sébillot (2011). "Reconnaissance automatique de texte dans des vidéos à l'aide d'un OCR et de connaissances linguistiques". GRETSI, Bordeaux (France), 4 pages, 2 columns. HAL : hal-00645217. .
        •  Khaoula Elagouni, Christophe Garcia & Pascale Sébillot (2011). "Reconnaissance automatique de textes dans les vidéos à l’aide d’un OCR et de connaissances linguistiques". Groupe de Recherche et d'Etudes du Traitement du Signal (Gretsi 2011), 5 septembre 2011, Bordeaux (France), inconnue. HAL : hal-01354571.