2 citations · 3 across the 4 of their papers we have counts for
4 papers
Analytical-Heuristic Modeling and Optimization for Low-Light Image Enhancement
Axel Martinez, Emilio Hernandez, Matthieu Olague +1
Low-light image enhancement remains an open problem, and the new wave of artificial intelligence is at the center of this problem. This work describes the use of genetic algorithms…
Modeling Image Tone Dichotomy with the Power Function
Axel Martinez, Gustavo Olague, Emilio Hernandez
The primary purpose of this paper is to present the concept of dichotomy in image illumination modeling based on the power function. In particular, we review several mathematical p…
Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning
Gustavo Olague, Roberto Pineda, Gerardo Ibarra-Vazquez +5
Machine learning is at the center of mainstream technology and outperforms classical approaches to handcrafted feature design. Aside from its learning process for artificial featur…
A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations
Gustavo Olague, Gerardo Ibarra-Vazquez, Mariana Chan-Ley +3
Art Media Classification problem is a current research area that has attracted attention due to the complex extraction and analysis of features of high-value art pieces. The percep…