Results 1 to 10 of about 4,110 (160)

JL-GFDN: A Novel Gabor Filter-Based Deep Network Using Joint Spectral-Spatial Local Binary Pattern for Hyperspectral Image Classification

open access: yesRemote Sensing, 2020
The traditional local binary pattern (LBP, hereinafter we also call it a two-dimensional local binary pattern 2D-LBP) is unable to depict the spectral characteristics of a hyperspectral image (HSI).
Tao Zhang   +4 more
doaj   +1 more source

A Novel Texture Classification Method Based on Neutrosophic Truth

open access: yesSakarya University Journal of Computer and Information Sciences, 2020
Texture analysis is one of the basic procedures used in solving problems in computer vision and image processing. In this study, we propose a new local binary pattern (LBP) method based on neutrosophic set.
Nuh Alpaslan
doaj   +1 more source

A Novel Texture Descriptor: Circular Parts Local Binary Pattern

open access: yesImage Analysis and Stereology, 2021
Local Binary Pattern (LBP) are considered as a classical descriptor for texture analysis, it has mostly been used in pattern recognition and computer vision applications. However, the LBP gets information from a restricted number of local neighbors which
Ibtissam Al Saidi   +2 more
doaj   +1 more source

HOLBP: Remote Sensing Image Registration Based on Histogram of Oriented Local Binary Pattern Descriptor

open access: yesRemote Sensing, 2021
Image registration has always been an important research topic. This paper proposes a novel method of constructing descriptors called the histogram of oriented local binary pattern descriptor (HOLBP) for fast and robust matching.
Yameng Hong   +5 more
doaj   +1 more source

Finger Vein Recognition Using Local Line Binary Pattern

open access: yesSensors, 2011
In this paper, a personal verification method using finger vein is presented. Finger vein can be considered more secured compared to other hands based biometric traits such as fingerprint and palm print because the features are inside the human body.
Bakhtiar Affendi Rosdi   +2 more
doaj   +1 more source

Completed Local Ternary Pattern for Rotation Invariant Texture Classification

open access: yesThe Scientific World Journal, 2014
Despite the fact that the two texture descriptors, the completed modeling of Local Binary Pattern (CLBP) and the Completed Local Binary Count (CLBC), have achieved a remarkable accuracy for invariant rotation texture classification, they inherit some ...
Taha H. Rassem, Bee Ee Khoo
doaj   +1 more source

IMPROVING ROBUSTNESS OF FACE EXPRESSION RECOGNITION USING MULTI-CHANNEL LOCAL BINARY PATTERN AND NEURAL NETWORK

open access: yesJUTI: Jurnal Ilmiah Teknologi Informasi, 2022
Facial Expression Recognition (FER) is a subset of Artificial Intelligence (AI) that relates to human non-verbal communication. The development of Convolutional Neural Network (CNN) based FER is subject to noise, mainly because of the usage of RGB ...
Andaru Kharisma Bimantara, Nanik Suciati
doaj   +1 more source

Facial Expression Recognition Using a Novel Modeling of Combined Gray Local Binary Pattern

open access: yesAdvances in Human-Computer Interaction, 2022
Facial Expression Recognition (FER) is an active research field at present. Deep learning is a good method that is widely used in this field but it has extreme hardware requirements and it is hard to apply in normal terminal devices.
An H. Ton-That, Nhan T. Cao
doaj   +1 more source

Circular shift combination local binary pattern (CSC-LBP) method for dorsal finger crease classification

open access: yesJournal of King Saud University: Computer and Information Sciences, 2023
Biometric technology has drawn increasing attention and significance importance in recent years. In biometric security systems, personal identification and verification rely on their physical, behavioral, and biological characteristics.
Imran Riaz   +2 more
doaj   +1 more source

Comparison of principal component analysis algorithm and local binary pattern for feature extraction on face recognition system

open access: yesMATEC Web of Conferences, 2018
Characteristic extraction in face recognition is a step to get characteristic information from the image. The characteristic extraction algorithm is tested against several scenarios of different sunlight and lights, objects facing the camera and not ...
Taufik Ichsan   +5 more
doaj   +1 more source

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