Section: Overall Objectives

Overall Objectives

The objective of the AYIN team is to provide image processing tools to aid in the solution of problems in remote sensing and in dermato/cosmetology. From the methodological point of view, the AYIN team is focused on the development of hierarchical and stochastic models for image processing. The two principal applicative axis of the team are:

• Analysis of very high resolution images (optical and radar), which includes image quality (denoising, deconvolution and super-resolution), object extraction (extraction of structures, population counting), change detection and temporal tracking in image sequences.

• Hyperspectral imagery, which includes modelling of physics of hyperspectral sensors, dimensionality reduction adapted for specific applications, development of spectral-spatial approaches for automatic classification.