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Local Binary Pattern

Palm Vein Recognition Based on Local Binary Pattern and Uniform Local Binary Pattern

Palm Vein Recognition Based on Local Binary Pattern and Uniform Local Binary Pattern

... veins pattern. In this proposed work Local Binary Pattern (LBP) and Uniform Local Binary Pattern (LBPU) texture feature methods has been analyzed for palm vein ...

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Survey on Local Binary Pattern for Texture Classification

Survey on Local Binary Pattern for Texture Classification

... UNIFORM LOCAL BINARY PATTERN The possibility of using only uniform and rotation invariant binary patterns distinguishes the Local Binary Pattern methodology from its ...

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Local Binary Pattern Technique For Soil Texture Classification

Local Binary Pattern Technique For Soil Texture Classification

... In Image processing programs texture classification is one of the giant and beneficial challenge. Many texture models were implemented over the last few years and Local Binary Pattern (LBP) approach ...

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Palmprint Recognition by using Modified LOCAL BINARY PATTERN

Palmprint Recognition by using Modified LOCAL BINARY PATTERN

... Abstract: In This paper presents a efficient texture based recognition on multi scale local binary pattern (LBP) texture features .It’s a simple and fast for implementation, To extract useful ...

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Wavelet-Local binary pattern based face recognition

Wavelet-Local binary pattern based face recognition

... Over the last twenty years face recognition has made immense progress based on statistical learning or subspace discriminant analysis. This paper investigates a technique to reduce features necessary for face recognition ...

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A texture descriptor: BackGround Local Binary Pattern (BGLBP)

A texture descriptor: BackGround Local Binary Pattern (BGLBP)

... 3 BGLBP: a new version of local binary pattern The summary of each version of LBP is listed in Table 1. Two critical properties are required for a desired LBP version in the background extraction. 1) ...

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Local Binary Pattern and Local Linear Regression for Pose Invariant Face Recognition

Local Binary Pattern and Local Linear Regression for Pose Invariant Face Recognition

... [11] Yi-Kang Shen, and Ching-Te Chiu, “Local Binary Pattern Orientation Based Face Recognition”, 978-1-4673-6997-8/15, IEEE, ICASSP 2015. [12] Shreekumar T, Karunakara K, “Particle Swam Optimization ...

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Video Copy Detection based on Uniform Local Binary Pattern

Video Copy Detection based on Uniform Local Binary Pattern

... The descriptor encodes the structure of video key frames by computing uniform Local Binary Pattern with rotation invariance. Besides, Chi-square tests are employed to speed up the matching process. ...

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Performance Analysis of Local Binary Pattern Variants in Texture Classification

Performance Analysis of Local Binary Pattern Variants in Texture Classification

... Robust Local Structural Pattern (RLSP) [23] and made the method as insensitive to ...Evaluation Local Binary Pattern (AELBP), Adjacent Evaluation Completed Local Binary ...

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Face Authentication Using Adapted Local Binary Pattern Histograms

Face Authentication Using Adapted Local Binary Pattern Histograms

... 5 Conclusion In this paper, we proposed a novel generative approach for face authentication, based on a Local Binary Pattern (LBP) description of the face. A generic face model was considered as a ...

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Face Recognition Using Selective Block Local Binary Pattern

Face Recognition Using Selective Block Local Binary Pattern

... The different types of biometrics techniques are iris, signature, retina, voice, finger prints, hand, ear and face. Out of these techniques, facial recognition is considered as one of the most universal, collectable and ...

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Texture Feature Based Local Binary Pattern for Smile Recognition

Texture Feature Based Local Binary Pattern for Smile Recognition

... face. Local Binary Pattern (LBP) uses two binary values ...extends Local Binary Pattern (LBP) to Local Ternary Pattern (LTP) which is robust to ...

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A modified symmetric local binary pattern  for image features extraction

A modified symmetric local binary pattern for image features extraction

... Due to the large size of the image, the process of identifying the image requires a great time, which in turn leads us to extract some characteristics of the magnitude of the volume, which can be used as an identifier to ...

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A Study on Facial Expression Recognition Using Local Binary Pattern

A Study on Facial Expression Recognition Using Local Binary Pattern

... Therefore, Local Binary Pattern (LBP) is used as a feature extraction technique for facial expressions recognition where it is evaluated based on statistical local ...

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Local binary pattern based features for sign language recognition

Local binary pattern based features for sign language recognition

... The Local Binary Pattern (LBP), introduced by Ojala [15], serves for texture rep- ...on binary image of the hand followed by geometric moments [17], [20], [1], ...

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Robust Face Recognition Using Enhanced Local Binary Pattern

Robust Face Recognition Using Enhanced Local Binary Pattern

... Received Nov 21, 2017 Revised Jan 22, 2018 Accepted Feb 06, 2018 Face recognition is an emerging research area in recognition of the people. A novel feature extraction technique was introduced for robust face ...

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Fast local binary pattern: Application to document image retrieval

Fast local binary pattern: Application to document image retrieval

... new local binary pattern which is more efficient compared to the previous local binary pattern methods in relation to time complexity and memory ...

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FACIAL FEATURE EXTRACTION USING LOCAL BINARY PATTERN AND LOCAL TERNARY PATTERN WITH GRADIENT BASED ILLUMINATION NORMALIZATION

FACIAL FEATURE EXTRACTION USING LOCAL BINARY PATTERN AND LOCAL TERNARY PATTERN WITH GRADIENT BASED ILLUMINATION NORMALIZATION

... two local feature extractors Local Binary Pattern and Local Ternary ...Pattern. Local Binary Pattern is a very efficient method of feature extraction which ...

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AN IMPROVED DOUBLE CODING LOCAL BINARY PATTERN ALGORITHM FOR FACE RECOGNITION

AN IMPROVED DOUBLE CODING LOCAL BINARY PATTERN ALGORITHM FOR FACE RECOGNITION

... 4. DOUBLECODINGLOCAL BINARY PATTERN Basic LBP operator works on center pixel and neighborhood pixels. It computes the differences between the gray values between center pixel and neighborhood pixels, but ...

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Defect Detection on Printed Circuit Board using Local Binary Pattern

Defect Detection on Printed Circuit Board using Local Binary Pattern

... basic local binary pattern operator, firstly introduce by Ojala [2], based on the hypothesis that texture has locally two complementary aspects, a pattern and its ...the local textural ...

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