Christophe Garcia
Full Professor at Insa Lyon & LIRIS Laboratory (UMR 5205 CNRS)
Research projects
My research objectives are to give machines the capacity to see and especially to learn by examples.
Towards this goal, I mainly focus on Machine Learning techniques like Convolutional Neural Networks (part of the lately renamed Deep Learning scheme).
Hereafter are presented some highlights on several research projects I have been active in.
N.-S. Vu, T. P. Nguyen, C. Garcia, ENSEA & ENSTA - Paristech & LIRIS, 2004

T. Nakashika, T. Yoshioka, T. Takiguchi, Y. Ariki, S. Duffner, C. Garcia, University of Kobe & LIRIS, 2014

S. Duffner, S. Berlemont, G. Lefebvre, C. Garcia, LIRIS & Orange Labs, 2014

S. Duffner, C. Garcia, LIRIS, 2013

C. Garcia, M. Delakis, University of Crete, 2004

P. Hadjidoukas, V. Dimakopoulos, M. Delakis, C. Garcia, University of Ioannina, Greece & IRISA , 2009

S Roux, F Mamalet, C Garcia, France Telecom R&D, 2006
C. Garcia, G. Tziritas, University of Crete, 1999

C. Garcia, S. Duffner, France Telecom R&D, 2005

S. Duffner, C. Garcia, France Telecom R&D, 2007

Robust Face Alignment Using Convolutional Neural Networks. S. Duffner, C. Garcia. In International Conference on Computer Vision Theory and Applications (VISAPP 2008), Funchal, Madeira, Portugal. pp. 30-37, 2008

S. Duffner, C. Garcia, Orange Labs, 2006

Z. Saïdane, C. Garcia, Orange Labs, 2007
Robust Binarization for Video Text Recognition. Z. Saïdane, C. Garcia. In International Conference on Document Analysis and Recognition (ICDAR 2007), Curitiba, Brazil. pp. 874-879. ISBN 978-0-7695-2822-9. ISSN 1520-5363, 2007.

Z. Saïdane, C. Garcia, Orange Labs, 2007

K. Elagouni, C. Garcia, F. Mamalet, P. Sébillot, Orange Labs & LIRIS & IRISA, 2012

K. Elagouni, C. Garcia, F. Mamalet, P. Sébillot, Orange Labs & LIRIS & IRISA

T. Nakashika , C. Garcia, T. Takiguchi, University of Kobe, Japan & LIRIS, 2012

J. Martel, T. Nakashika C. Garcia, K. Idrissi, LIRIS & University of Kobe, Japan, 2013

M. Baccouche, F. Mamalet, C. Wolf, C. Garcia, A. Baskurt, Orange Labs & LIRIS, 2012

S. Duffner, C. Garcia, LIRIS, 2013

G. Lefebvre, C. Garcia, Orange Labs & LIRIS, 2013
Learning a Bag of Features based Nonlinear Metric for Facial Similarity. G. Lefebvre, C. Garcia. In 10-th International Conference on Advanced Video and Signal-Based Surveillance , Krakow, Poland. pp. 238-243, 2013.

Y. Zhang, Y. Benhamza, K. Idrissi, C. Garcia, LIRIS, 2012

G. Lefebvre, C. Garcia, France Telecom R&D, 2008

M. Visani, C. Garcia, JM. Jolion, France Telecom R&D & LIRIS, 2005
SA. Berrani, C. Garcia, France Telecom R&D, 2008

S. Le Gallou, R. Séguier, C. Garcia, G. Breton, France Telecom R&D & Supélec, 2009

E Sifakis, C Garcia, G Tziritas - University of Crete, 2002

C. Garcia, F. Dornaika, German National Research Center (Fraunhofer), 1997

