3 papers
cs.CV2024
Enhanced Facial Feature Extraction and Recignation Using Optimal Fully Dispersed Haar-like Filters
Zeinab Sedaghatjoo, Hossein Hosseinzadeh, Ahmad shirzadi
Haar-like filters are renowned for their simplicity, speed, and accuracy in various computer vision tasks. This paper proposes a novel algorithm to identify optimal fully dispersed…
cs.CV2024
Local Binary Pattern(LBP) Optimization for Feature Extraction
Zeinab Sedaghatjoo, Hossein Hosseinzadeh, Bahram Sadeghi Bigham
The rapid growth of image data has led to the development of advanced image processing and computer vision techniques, which are crucial in various applications such as image class…
cs.CV2024
The use of the symmetric finite difference in the local binary pattern (symmetric LBP)
Zeinab Sedaghatjoo, Hossein Hosseinzadeh
The paper provides a mathematical view to the binary numbers presented in the Local Binary Pattern (LBP) feature extraction process. Symmetric finite difference is often applied in…