Sparsity regularization and graph-based representation in medical imaging
Medical images have been used to depict the anatomy or function. Their high-dimensionality and their non-linearity nature makes their analysis a challenging problem. In this thesis, we address the medical image analysis from the viewpoint of statistical learning theory. First, we examine regularizat...
| Main Author: | |
|---|---|
| Language: | ENG |
| Published: |
Ecole Centrale Paris
2013
|
| Subjects: | |
| Online Access: | http://tel.archives-ouvertes.fr/tel-00960163 http://tel.archives-ouvertes.fr/docs/00/97/84/91/PDF/gkirtzou-manuscript.pdf |