[HTML][HTML] Compact hybrid multi-color space descriptor using clustering-based feature selection for texture classification

M Alimoussa, A Porebski, N Vandenbroucke… - Journal of …, 2022 - mdpi.com
Color texture classification aims to recognize patterns by the analysis of their colors and their
textures. This process requires using descriptors to represent and discriminate the different …

[HTML][HTML] Combination of LBP bin and histogram selections for color texture classification

A Porebski, V Truong Hoang, N Vandenbroucke… - Journal of …, 2020 - mdpi.com
LBP (Local Binary Pattern) is a very popular texture descriptor largely used in computer
vision. In most applications, LBP histograms are exploited as texture features leading to a …

[PDF][PDF] Clustering-based Sequential Feature Selection Approach for High Dimensional Data Classification.

M Alimoussa, A Porebski… - VISIGRAPP (4 …, 2021 - pdfs.semanticscholar.org
Feature selection has become the focus of many research applications specially when
datasets tend to be huge. Recently, approaches that use feature clustering techniques have …