2.2k citations · 2.7k across the 28 of their papers we have counts for
6 papers · 1 filter
Deep Learning for Atmospheric Turbulence Mitigation: A Comparison Between GANs and Transformers
Juan S. Carrillo, Jérôme Gilles
Atmospheric turbulence creates complex spatial and temporal distortions that significantly reduce image quality. This work compares two deep learning methods for turbulence reducti…
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…
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…
Multiscale texture separation
Jerome Gilles
In this paper, we investigate theoretically the behavior of Meyer's image cartoon + texture decomposition model. Our main results is a new theorem which shows that, by combining th…
Multiclass histogram-based thresholding using kernel density estimation and scale-space representations
S. Korneev, J. Gilles, I. Battiato
We present a method for multiclass thresholding of histograms whose modes may overlap so strongly that they merge into a unimodal distribution. The histogram is approximated by a n…