Face recognition based on an improved center symmetric local binary pattern
Sign Up to like & getrecommendations! Published in 2017 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-2963-2
Abstract: This paper proposes a local texture feature descriptor which fuses the center pixel information into the Center-Symmetric Local Binary Pattern (CS-LBP) for the purpose of face recognition. Because of its tolerance to illumination changes, and… read more here.
Keywords: symmetric local; recognition; center symmetric; local binary ... See more keywords
Masked face recognition with convolutional neural networks and local binary patterns
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02728-1
Abstract: Face recognition is one of the most common biometric authentication methods as its feasibility while convenient use. Recently, the COVID-19 pandemic is dramatically spreading throughout the world, which seriously leads to negative impacts on people’s… read more here.
Keywords: masked face; recognition; dataset; face ... See more keywords
Local binary pattern-based discriminant graph construction for dimensionality reduction with application to face recognition
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-7518-3
Abstract: Graph construction has attracted increasing interest in recent years due to its key role in many dimensionality reduction (DR) algorithms. On the other hand, our previous study shows that the Local-Binary-Pattern Image (LBPI) representation is… read more here.
Keywords: discriminant graph; graph; graph construction; dimensionality reduction ... See more keywords
Classification of Coral Reef Submarine Images and Videos Using a Novel Z with Tilted Z Local Binary Pattern (Z⊕TZLBP)
Sign Up to like & getrecommendations! Published in 2018 at "Wireless Personal Communications"
DOI: 10.1007/s11277-017-4981-x
Abstract: In this paper, a novel feature descriptor named Z with Tilted Z Local Binary Pattern (Z⊕TZLBP) is proposed for extracting coral reef image features efficiently. The aim is to reduce LBP’s computational complexity by reducing… read more here.
Keywords: classification; pattern; pattern tzlbp; tilted local ... See more keywords
Entropy with Local Binary Patterns for Efficient Iris Liveness Detection
Sign Up to like & getrecommendations! Published in 2018 at "Wireless Personal Communications"
DOI: 10.1007/s11277-017-5089-z
Abstract: Iris anti-spoofing is one of the most important topics, in which the development is increasing rapidly. This paper introduces an efficient system for detecting iris attacks. The system avoids the segmentation and the normalization stages… read more here.
Keywords: local binary; system; detection; classification accuracy ... See more keywords
Image segmentation based on multi-region multi-scale local binary fitting and Kullback–Leibler divergence
Sign Up to like & getrecommendations! Published in 2018 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-017-1234-0
Abstract: The inhomogeneity of intensity and the noise of image are the two major obstacles to accurate image segmentation by region-based level set models. To provide a more general solution to these challenges and address the… read more here.
Keywords: image; segmentation; binary fitting; multi scale ... See more keywords
Potential of Multi-scale Completed Local Binary Pattern for Object Based Classification of Very High Spatial Resolution Imagery
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Indian Society of Remote Sensing"
DOI: 10.1007/s12524-021-01311-y
Abstract: This paper explores the potentiality of using the completed local binary pattern (CLBP) for the classification of an urbanized oasis area situated in southeastern Tunisia, in very high spatial resolution GeoEye imagery. To further improve… read more here.
Keywords: classification; binary pattern; completed local; local binary ... See more keywords
Combining multi-channel color space with local binary co-occurrence feature descriptors for accurate smoke detection from surveillance videos
Sign Up to like & getrecommendations! Published in 2018 at "Fire Safety Journal"
DOI: 10.1016/j.firesaf.2018.09.003
Abstract: Abstract Fire is one of the most devastating hazards that can cause serious damage to human life, health and property. As smoke is often an initial sign of fire, smoke detection using surveillance cameras is… read more here.
Keywords: color; detection; space; smoke ... See more keywords
Finger vein biometric verification using block multi-scale uniform local binary pattern features and block two-directional two-dimension principal component analysis
Sign Up to like & getrecommendations! Published in 2020 at "Optik"
DOI: 10.1016/j.ijleo.2019.163664
Abstract: Abstract Finger vein recognition has drawn increasing attention as one of the most popular and promising biometrics due to its high distinguishes ability, security and non-invasive procedure. The focus of this paper is on proposing… read more here.
Keywords: dimension; uniform local; finger vein; local binary ... See more keywords
The ideal effect of Gabor filters and Uniform Local Binary Pattern combinations on deformed scanned paper images
Sign Up to like & getrecommendations! Published in 2019 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2019.07.012
Abstract: Abstract Existing scanners produce paper images with different types of deformations such as noise, rotation and shear. These deformations affect the accuracy of the fingerprinting the document images, which entails utilizing advanced feature extraction operators.… read more here.
Keywords: gabor filters; paper; uniform local; local binary ... See more keywords
Detection of brain tumor in 3D MRI images using local binary patterns and histogram orientation gradient
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.09.051
Abstract: Brain tumor pathology is one of the most common mortality issues considered as an essential priority for health care societies. Accurate diagnosis of the type of disorder is crucial to make a plan for remedy… read more here.
Keywords: detection; brain; brain tumor; local binary ... See more keywords