Compact Hybrid Multi-Color Space Descriptor Using Clustering-Based Feature Selection for Texture Classification

Compact Hybrid Multi-Color Space Descriptor Using Clustering-Based Feature Selection for Texture Classification

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 texture classes. In most traditional approaches, these descriptors are used with a predefined setting of the...

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Bibliographic Details
Main Authors: Mohamed Alimoussa, Alice Porebski, Nicolas Vandenbroucke, Sanaa El Fkihi, Rachid Oulad Haj Thami
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Journal of Imaging
Subjects:
color texture representation
texture classification
color spaces
dimensionality reduction
feature selection
color local binary pattern histogram
Online Access:https://www.mdpi.com/2313-433X/8/8/217

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https://www.mdpi.com/2313-433X/8/8/217

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