Quantitative polar representations and modelling of colour images
Morphological segmentation of colour images
Colour image filtering using morphological operators: simplification, enhancement, denoising, etc.
Morphological-based colour-texture descriptors
Mathematical morphology in log-polar coordinates
Distance functions, minimal paths, jumps and other tools for segmentation and feature extraction
Morphological spectral analysis (granulometries) for structure characterisation, classification and retrieval
Temporal segmentation of video data in order to partition the sequence into shots using morphological tools
Application to bioimaging and visiomic
DNA microarray image analysis
Exploring new applications of mathematical morphology for reading biological arrays: analysis of protein microarrays, analysis of cell arrays, analysis of tissue arrays
Cell description and classification in haematological cytology (lymphocytes and erythrocytes)
Quantification of angiogenesis (endothelial cell organization in vitro)
Quantification of calcification in the mouse aorta
Other topics
Semantic content indexing, image retrieval
Automation in microscopy and laboratory routines
Telemedicine, telepathology, telehaematology
Projects
Project INDIGO - European STREP in the FP6 (Aug 05/Jul 08): Integrated Highly Sensitivity Fluorescence-based Biosensor for Diagnostic Applications.
Project GEMBIO - French Grant CGM (Jan 04/Dec 04): Mathematical methods for the analysis of biochip data: towards medical and therapeutic diagnosis and prognostic. \ Supported by the Strategic Orientation Committee for the Ecoles des Mines, part of the Conseil General des Mines (CGM).
Project MATCHCELL2 - French Grant BIO CRITT (Jan 04/Sept 04): Automation for the characterisation of red blood cells for colour images of peripheral blood smears.
Project MATCHCELL - French Grant BIO CRITT (Jan 01/Sept 01): Development of image processing tools for computer aided diagnosis in haematological cytology (lymphocyte characterisation).
Other Scientific Collaborations
INSERM U507, Hôpital Necker - Paris (2003): Morphological quantification of aortic calcification from low magnification images.
INSERM U428, l'Université Paris V (2002): Application of mathematical morphology to the quantification of in vitro endothelial cell organization into tubular-like structures.