Table of Contents
Scientific dissemination
Publications
2014
- Sébastien Paris, Xanadu Halkias and Hervé Glotin (2014). Beyond SIFT for image classification. International Conference on Computer Vision Theory and Applications
- Jérôme Louradour, Christopher Kermorvant (2014) Curriculum Learning for Handwritten Text Line Recognition. In International Workshop on Document Analysis Systems
- Claude Touzet, Christopher Kermorvant and Hervé Glotin (2013) A Biologically Plausible SOM Representation of the Orthographic Form of 50,000 French Words, 10th international workshop on self-organizing maps, Germany
2013
- Bluche, T., Ney, H., & Kermorvant, C. (2013). Tandem HMM with convolutional neural network for handwritten word recognition. International Conference on Acoustics Speech and Signal Processing.
- Sébastien Paris, Xanadu Halkias and Hervé Glotin (2013). Efficient Bag of Scenes Analysis for Image Categorization. International Conference on Pattern Recognition Applications and Methods
- Théodore Bluche, Hermann Ney, Christopher Kermorvant (2013) Feature extraction with convolutional neural networks for handwritten word recognition. In International Conference of Document Analysis and Recognition.PDF
- C. Touzet, Why Neurons are Not the Right Level of Abstraction for Implementing Cognition, in A. Chella, R. Pirrone, K. Jóhannsdóttir, R. Sorbello (Eds.) Biologically Inspired Cognitive Architectures 2012: Proceedings of the Third Annual meeting of the BICA Society, Advances in Intelligent Systems and Computing 196, Springer, pp. 317-318, 2013.
- Faicel Chamroukhi, Hervé Glotin, Allou Samé (2013) Model-based functional mixture discriminant analysis with hidden process regression for curve classification. Neurocomputing 112: 153-163
- Xanadu Halkias, Sébastien Paris, Hervé Glotin (2013) Sparse Penalty in Deep Belief Networks: Using the Mixed Norm Constraint. CoRR abs/1301.3533
- Faicel Chamroukhi, Hervé Glotin, Allou Samé (2013) Model-based functional mixture discriminant analysis with hidden process regression for curve classification. CoRR abs/1312.6966
- Faicel Chamroukhi, Hervé Glotin, Céline Rabouy (2013) Functional Mixture Discriminant Analysis with hidden process regression for curve classification. CoRR abs/1312.7007
- Faicel Chamroukhi, Hervé Glotin (2013) Mixture model-based functional discriminant analysis for curve classification. CoRR abs/1312.7018
2012
- Paris, S., Halkias, X., & Glotin, H. (2012). Efficient Bag of Scenes Analysis for Image Categorization. International Conference on Pattern Recognition Applications and Methods.PDF
- Farès Menasri, Jérôme Louradour, Anne-Laure Bianne-bernard and Christopher Kermorvant. The A2iA French handwriting recognition system at the Rimes-ICDAR2001 competition. Document Recognition and Retrieval Conference, 2012.PDF
- Claude Touzet. Why Neurons are Not the Right Level of Abstraction for Implementing Cognition. Annual International Conference on Biologically Inspired Cognitive Architectures, Third Annual Meeting of the BICA Society.PDF
- Faicel Chamroukhi, Hervé Glotin, Céline Rabouy. Functional Mixture Discriminant Analysis with hidden process regression for curve classification. European Symposium on Artificial Neural Networks. PDF
- Claude Touzet. L’intelligence existe-t-elle ? La Recherche.PDF
- Sébastien Paris, Xanadu Halkias and Hervé Glotin. Sparse Coding for Histograms of Local Binary Patterns Applied for Image Categorization: Toward a Bag-of-Scenes Analysis.International Conference on Pattern Recognition, 2012. PDF
2011
- Thibault Lelore and Frédéric Bouchara. Super-resolved binarization of text based on FAIR algorithm. International Conference on Document Analysis and Recognition, 2011. PDF
- Ioannis Pratikakis , Basilis Gatos and Konstantinos Ntirogiannis. ICDAR 2011 Document Image Binarization Contest (DIBCO 2011). International Conference on Document Analysis and Recognition, 2011.PDF
- Emmanuèle Grosicki, Haikal El Abed. ICDAR 2011 - French Handwriting Recognition Competition. International Conference on Document Analysis and Recognition, 2011.PDF
Reports
2012
- Xanadu C. Halkias, Sébastien Paris and Hervé Glotin. General Sparse Penalty in Deep Belief Networks: Towards Domain Adaptation. LSIS Research Report.PDF
2011
Talks
- Jérome Louradour, Machines de Boltzmann Restreintes pour la classification de documents. Journée GRCE Modèles Graphiques, June 20th, 2011 PDF
Videos
- Cognilego presentations :
- Short version (5min)
- Long version (13min)
