Research interests
- Pattern Recognition, Clustering, Classification, Incremental Learning,
- Fuzzy logic, Evolving Fuzzy Classifiers
- On-line Handwriting Recognition
- Isolated Character, Word and Sentence Recognition
- Gesture, Symbol and Drawing Recognition
- On-line Hand-drawn Structured Document Recognition .
- Pen based Interaction
Current PhD students
- PeiYu Li
Topic: Interactive gestural commands - Achraf GHORBEL
[Insa/Projet ANR Mobiskecth]
Topic: Interactive Interpretation of handwritten sketches - Abdulla ALMAKSOUR
Topic: Learning classifier with very few examples by Input Generation, Adaptation and Deformation model. - Adrien DELAYE
Topic: Structured handwritten pattern interpretation: Application to on-line Chinese handwritten character.
Former PhD students
- Nicolas RAGOT (received his PHD in 2003)
Topic: MÉLIDIS: Pattern recognition by intrinsic/discriminant dual modeling based on a hierarchical organization of fuzzy inference systems - Sabine CARBONNEL (received her PHD in 2005)
Topic: Statistical Language Models for On-line Handwritten Word Recognition - Laetitia ROUSSEAU (received her PHD in 2007)
Topic: Off-line handwriting recognition by recovering the drawing order - Solen QUINIOU (received her PHD in 2007)
Topic: Statistical Language Models for On-line Handwritten Sentence Recognition - Harold MOUCHERE (received his PHD in 2007)
Topic: Studies of Writer Style Adaptation and Reject Option for classifier optimization: Application to On-line Handwriting Recognition - Sébastien MACE (received his PHD in 2008)
Topic: Modeling of syntaxical and structural knowledge for the incremental composition of on-line hand-drawn structured documents - Francois BOUTERUCHE (received his PHD in 2009)
Topic: Fuzzy Point of View Combination for Contextual Shape Recognition: Application to On-line Graphic Gesture Recognition
A couple of former and on-going research collaborations
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Memberships
- AFRIF: Association Française pour la Reconnaissance et l'Interprétation des Formes (IAPR representative french-speaking association)
- IAPR: International Association of Pattern Recognition
- TC11 – Reading Systems ;
- TC10 – Graphics Recognition.
Board, Committees...
- Member of the board of GRCE: Groupe de Recherche en Communication Ecrite (french-speaking association on handwriting recognition and document analysis)
- Member of steering committee of LOUSTIC Laboratory
- Program chair of ICFHR 2010
- Member of organization committee of IWFHR 2006, JIM 2010
- Member of Program committees of: ICPR, ICDAR, ICFHR, IGS ...
- Reviewer of International Journals: IEEE Pami, PR, PRL, IJDAR, IJIG...
