2024 : 4 : 13
Mohammad Hossein Shakoor

Mohammad Hossein Shakoor

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Engineering
Address: Arak University
Phone:

Research

Title
Weighted Constraint Feature Selection of Local Descriptor for Texture Image Classification
Type
JournalPaper
Keywords
Local binary pattern, weighted constraint feature selection, texture image classification.
Year
2023
Journal IEEE ACCESS
DOI
Researchers ENTESSAR SAEED GEMEAY ، FARHAN A. ALENIZI ، ADIL HUSSEIN MOHAMMED ، Mohammad Hossein Shakoor ، Reza Boostani

Abstract

There are several statistical descriptors for feature extraction from texture images. Local binary pattern is one of the most popular descriptors for revealing the underlying structure of a texture. Recently several variants of local binary descriptors have been proposed. The completed local binary pattern is an efficient version that can provide discriminant features and consequently provide a high classification rate. It finely characterizes a texture by fusing three histograms of features.