23 papers
Fast probabilistic snake algorithm
Jérôme Gilles, Bertrand Collin
Few people use the probability theory in order to achieve image segmentation with snake models. In this article, we are presenting an active contour algorithm based on a probabilit…
Noisy image decomposition: a new structure, texture and noise model based on local adaptivity
Jerome Gilles
These last few years, image decomposition algorithms have been proposed to split an image into two parts: the structures and the textures. These algorithms are not adapted to the c…
Restoration algorithms and system performance evaluation for active imagers
Jerome Gilles
This paper deals with two fields related to active imaging system. First, we begin to explore image processing algorithms to restore the artefacts like speckle, scintillation and i…
Atmospheric turbulence restoration by diffeomorphic image registration and blind deconvolution
Jerome Gilles, Tristan Dagobert, Carlo De Franchis
A novel approach is presented in this paper to improve images which are altered by atmospheric turbulence. Two new algorithms are presented based on two combinations of a blind dec…
METRIC: a complete methodology for performances evaluation of automatic target Detection, Recognition and Tracking algorithms in infrared imagery
Jérôme Gilles, Stéphane Landeau, Tristan Dagobert +4
In this communication, we deal with the question of automatic target detection, recognition and tracking (ATD/R/T) algorithms performance assessment. We propose a complete methodol…
Image Decomposition: Theory, Numerical Schemes, and Performance Evaluation
Jerome Gilles
This paper describes the many image decomposition models that allow to separate structures and textures or structures, textures, and noise. These models combined a total variation…