The ADTSI team carries research activities in the filed of statistical processing of signals and images. The main objective is to craft methodological tools suitable for the extraction of useful information that are contained in data issued from diverse measuring modalities.
The major themes developed within the ADTSI team are:
- Learning based Decision
- Inverse Problems
- Optimization and Bayesian simulation
The first two themes are rather methodological: which model is useful ? which representation is meaningful? which estimator to calculate ? what criteria has to be minimized? In contrast, the third is rather algorithmic: how to perform the calculation in an acceptable time and effectively?