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Pattern Recognition  - Machine Learning - Computer Vision

 

 

 

 

  • Machine Learning

    • Deep Learning

    • Convolutional Neural Networks

    • Metric Learning

 

  • Image and Video Indexing

    • Image and video categorisation

    • Robust and generic object detection/recognition

    • Video OCR

    • Facial Analysis

 

  • Image and Video Processing

    • Probabilistic models  "Bayesian Level Sets"

    • Robust estimation of camera motion

    • Deformable object tracking

    • Super-resolution, magnification

       

  • 3D Vision

    • Stereo matching, 3D machine Vision

    • Robust camera calibration

    • Object pose estimation

    • Robot Visual servoing

    • Visio-conferences / virtual reality

    • Avatars, pupetry

 
 
 
 

Expert

  • EU (Framework Programme for Research and Innovation)

  • EU FET-OPEN Research and Innovation Actions (RIA) : Evaluator and vice-chair in charge of the evaluation process (since 2016)

  • ANR (French National Research Agency)

  • SNSF (Swiss National Science Foundation)

  • NRF (South Africa’s National Research Foundation)

  • PENED (Greek Research Program)

  • PRAXI (Greek Ministry of Research)

 
 

Jounal Associate editor

 

  • JVCIR Journal of Visual Communication and Image Representation (Elsevier) from 2004 to 2009

  • PR Pattern Recognition (Elsevier)Associate Editor from 2004 to 2007

  • PAA  Pattern Analysis and Application (Springer-Verlag) since 2004

  • IVP Image and Video Processing (Hindawi) from 2005 to 2011

 

Invited editor for the Special Issue Facial Image Processing, for Image and Vision Processing (Hindawi), with Tim Cootes (University of Manchester) and Jörn Ostermann (University of Hanover), 2007

 

 

Participation de conference program committes

 

  • SCALESPACE’99,  Second Intern. Conference on Scale-Space

  • AFRIGRAPH’01 First African conference on computer graphics, virtual reality, and visualization

  • NP'04 Numérisation et Patrimoine

  • ICAPR'05 3rd International Conference on Advances in Pattern Recognition

  • CBMI'05 Fourth International Workshop on Content-Based Multimedia Indexing

  • CORESA'05-06-07-09-10-11-12 Compression et Représentation des Signaux Audio-visuels

  • ICML'05 Machine Learning Techniques for Processing Multimedia Content

  • ISPA'05 Fourth International Symposium on Image and Signal Processing and Analysis

  • RFIA'06 Reconnaissance de Formes et Intelligence Artificielle

  • MLSP'06 IEEE int. Workshop on Machine Learning for Signal Processing

  • ELMAR'06 48th IEEE International Symposium on Multimedia Signal Processing and Communications

  • ICANN'06 International Conference on Artificial Neural Networks

  • ECAI'06 17th European Conference on Artificial Intelligence

  • NNAM'06 1st International Conference on Neural Networks and Associative Memories

  • SAMT'06 1st International Conference on Semantic and Digital Media Technologies

  • VIE'06 International Conference on Visual Information Engineering

  • NIPS'06 International Conference on Neural Information Processing Systems

  • AIPR'07 International Conference on Artificial Intelligence and Pattern Recogntion

  • CGIM'07 International Conference on Computer Graphics and Imaging

  • ICCV'07 IEEE International Conference on Computer Vision

  • IWAPR'07 International Workshop on Advances in Pattern Recognition

  • CVPR'07IEEE Computer Society Conference on Computer Vision and Pattern Recognition

  • NNAM'07 International Conference on Neural Networks and Associative Memories

  • ICIP'07 International Conference on Image Processing

  • SIGMAP'07 International Conference on Signal Processing and Multimedia Applications

  • SAMT'07 2nd International Conference on Semantic and Digital Media Technologies

  • NIPS'07 International Conference on Neural Information Processing Systems

  • VC'08 IASTED International Conference on Visual Communications

  • ECCV'08 European Conference on Computer Vision

  • MMIU'08 Metadata Mining for Image Understanding

  • IBERAMIA'08 11th Ibero-American Conference on Artificial Intelligence

  • KUI'08 Knowledge-based User Interface

  • ICAS'08 The Fourth International Conference on Autonomic and Autonomous Systems

  • CBMI'09`7th International Workshop on Content-Based Multimedia Indexing

  • ICIP'09 International Conference on Image Processing

  • SAMT'09 International Conference on Semantic and Digital Media Technologies

  • CBTV'09 First International Workshop on Content-Based Audio/Video Analysis for Novel TV Services

  • ICAART'10 International Conference on Agents and Artificial Intelligence

  • CVPR'10 International Conference on Computer Vision and Pattern Recognition

  • ICANN'10 International Conference on Artificial Neural Networks

  • ECCV'10 European Conference on Computer Vision

  • CBMI'11 International Workshop on Content-Based Multimedia Indexing

  • RFIA'12 Reconnaissance des Formes et l'Intelligence Artificielle

  • CBMI'13 International Workshop on Content-Based Multimedia Indexing

  • 3DFB'13 Workshop on 3D Face Biometrics (FG'13)

  • ICANN'14 International Conference on Artificial Neural Networks

  • CBMI'14 International Workshop on Content-Based Multimedia Indexing

  • LRFA’14 Workshop on Low Resolution Facial Analysis

  • RFIA'14 Reconnaissance des Formes et l'Intelligence Artificielle

  • CIFED’14 Semaine du document numérique et de la recherche d'information

  • ICIP'14 International Conference on Image Processing

  • ICIP'15 International Conference on Image Processing, Area Chair

 

Regular Reviewer

 

for scientific journals:

Journal of Real Time Imaging

Signal Processing : Image Communication

Pattern Recognition

Pattern Recognition Letters

Pattern Analysis and Application

Computer Vision and Image Understanding

Systemics, Cybernetics, and Informatics

Image and Vision Computing

Applied Signal Processing

Signal Processing Letters

Neurocomputing

International Journal of Computer Mathematics

IEEE Multimedia

IEEE trans. on Image Processing

IEEE trans. on Neural Networks

IEEE trans. on Robotics and Automation

IEEE trans. on Systems, Man and Cybernetics

IEEE trans. on Circuits and Systems I

IEEE trans. on Pattern Analysis and Machine Intelligence

 

for top ranked conferences in computer Vision, image analysis, machine learning and artificial intelligence (CVPR, ICCV, ECCV, ACCV, NIPS, ECAI, ...)

 

 

Workshop and special session organization

 

  • Facial Analysis and Synthesis, with Prof. Igor. S. Pandzic, University of Zagreb, Croatia,  International Symposium on Image and Signal Processing and Analysis, 2005

  • Neural Networks for Semantic Image and Video Analysis, International Conference on Artificial Neural Networks, 2006

  • Workshop  Low-Resolution Face Analysis (LRFA 2013) with Stefan Duffner (LIRIS) , IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2013

 

 

Current and past Research projects here
 
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