Face recognition with symmetric local graph structure (SLGS)

MFA Abdullah, MS Sayeed, KS Muthu… - Expert Systems with …, 2014 - Elsevier
Face recognition demonstrates the significant progress in the research field of biometric and
computer vision. The fact is due to the current systems perform well under relatively control …

Local concave-and-convex micro-structure patterns for texture classification

Y Ruichek - Pattern Recognition, 2018 - Elsevier
Motivated by researching new image texture modeling that improves state-of-the-art LBP
variants and non-LBP descriptors, this paper proposes a novel approach for constructing …

Repulsive-and-attractive local binary gradient contours: New and efficient feature descriptors for texture classification

I El Khadiri, M Kas, Y El Merabet, Y Ruichek… - Information …, 2018 - Elsevier
This paper presents new modeling of local binary patterns for texture representation.
Referred to as local binary gradient contours (LBGC), the proposed models are expected to …

A comprehensive comparative study of handcrafted methods for face recognition LBP-like and non LBP operators

M Kas, Y El-merabet, Y Ruichek… - Multimedia Tools and …, 2020 - Springer
Pattern recognition and computer vision fields experienced the proposal of several
architectures and approaches to deal with the demands of real world applications including …

Local ternary pattern based multi-directional guided mixed mask (MDGMM-LTP) for texture and material classification

Y Ruichek, D Chetverikov, AS Tarawneh - Expert Systems with …, 2022 - Elsevier
Local feature descriptors (LFDs) have been researched and developed for decades, and
their applications are still being examined nowadays. In addition, the fact that LFDs are …

Petersen graph multi-orientation based multi-scale ternary pattern (PGMO-MSTP): an efficient descriptor for texture and material recognition

I El Khadiri, Y El Merabet, AS Tarawneh… - … on Image Processing, 2021 - ieeexplore.ieee.org
Classifying and modeling texture images, especially those with significant rotation,
illumination, scale, and view-point variations, is a hot topic in the computer vision field …

Texture classification via extended local graph structure

HK Bashier, LS Hoe, LT Hui, MF Azli, PY Han… - Optik, 2016 - Elsevier
In this paper, we propose a simple and robust local descriptor operator, called the extended
local graph structure (ELGS). The original local graph structure (LGS) performs very well in …

Mixed neighborhood topology cross decoded patterns for image-based face recognition

M Kas, Y Ruichek, R Messoussi - Expert Systems with Applications, 2018 - Elsevier
Face recognition becomes an important task performed routinely in our daily lives. This
application is encouraged by the wide availability of powerful and low-cost desktop and …

A novel and accurate chess pattern for automated texture classification

T Tuncer, S Dogan, V Ataman - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
In this study, a novel chess based local image descriptor is presented for textural image
recognition. The proposed descriptor is inspired by chess game and the main objective of it …

Face spoofing detection based on improved local graph structure

KB Housam, SH Lau, YH Pang… - 2014 International …, 2014 - ieeexplore.ieee.org
Face spoofing attack is one of the recent security problems that face recognition systems are
proven to be vulnerable to. The spoofing occurs when an attacker bypass the authentication …