[PDF] Top 20 An Efficient Method for Texture Classification with Local Binary Pattern Based on Wavelet Transformation
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An Efficient Method for Texture Classification with Local Binary Pattern Based on Wavelet Transformation
... method. From the viewpoint of managing large quantities of data, it would still be most useful if irrelevant or redundant attributes could be segregated from relevant and important ones, although the exact ... See full document
5
Fault diagnosis of induction motors utilizing local binary pattern-based texture analysis
... extracting local texture patterns from the signal ...Although texture analysis based on local binary patterns could be performed for different values of P and R, to ensure ... See full document
11
Second-Order Statistical Texture Representation of Asphalt Pavement Distress Images Based on Local Binary Pattern in Spatial and Wavelet Domain
... calculated based on general comparison (More or less) values of neighbor pixels, arranges the texture of the distress ...Furthermore, wavelet coefficients (image frequency contents) are a measurement ... See full document
20
Performance Analysis of Local Binary Pattern Variants in Texture Classification
... proposed, based on statistics selected features from spatial distribution of neighboring pixels in an image, such as polorograms with generalized co- occurrence matrices [7], texel property histogram [8], Fourier ... See full document
8
Adaptive local binary pattern with oriented standard deviation (ALBPS) for texture classification
... new method to describe texture images using a hybrid combination of local and global texture descriptors is proposed in this ...adaptive local binary pattern (ALBP) ... See full document
11
Surface Defect Inspection for Vehicle Heat Exchangers Based on LBP and SVM
... a texture discrimination problem, the proposed method first uses an LBP (Local Binary Pattern) descriptor to represent the image of the heat exchanger, which has efficiently alleviated ... See full document
7
TEXTURE SEGMENTATION APPROACH BASED ON ENTROPY BASED LOCAL BINARY PATTERN OPERATOR
... a pattern or texture involves deep questions about human brain organizations that are relevant for those that key to stimulate the human vision ...word texture is used to refer to a number of ... See full document
7
Texture Feature Based Local Binary Pattern for Smile Recognition
... named Local Binary Pattern ...prominent texture classification feature. By using LBP method we are going to recognize the Smile in the ...LBP method we can recognize the ... See full document
7
Novel Approach in Face Recognition using Hieratical Multi Scale Local Binary Pattern with ELM Classifier
... that texture descriptor has been validated that “uniform” patterns play an important role in texture classification ...learning based algorithms, which require some training samples to ... See full document
8
MRMR BA: A HYBRID GENE SELECTION ALGORITHM FOR CANCER CLASSIFICATION
... PNN classification and feature extraction ...which based on colors and ...otherwise texture extracted with 3 ...and Local Binary Pattern ...highest classification ... See full document
8
SIMULATION OF CANCER CELLS GROWTH BY RECOGNIZING TEXTURE CHARACTERISTICS USING OPPONENT COLOR LOCAL BINARY PATTERN
... of local information; Gabor-wavelet-based LBP, CS-LBP, and LBP-HF combine other methods with LBP to bring in new ...1) local- or component-oriented LBP representations are effective ... See full document
7
Automatic Detection of Glaucoma based on Refined Complete Local Binary Pattern and Random Forest Classification Method
... segmentation method was designed in [10] by integrating ResNet-34 model as encoding layers with U-Net decoding layers, therefore avoiding over-fitting and attaining ...scanning method based on ... See full document
8
Local line directional neighborhood pattern for texture classification
... color, texture, shape, and spatial location for retrieving ...CBIR, texture is the most significant feature and its classification has been used in various applica- tions such as face recognition ... See full document
16
Identification of Thyroid Cancerous Nodule using Local Binary Pattern Variants in Ultrasound Images
... features, wavelet based features, Gabor features and fractal dimension [1],[2],[3],[4] to characterize thyroid ...as texture descriptors for medical images is discussed by Lorris et ...a ... See full document
6
A NOVEL APPROACH TO GENERATE DISTRIBUTED GLOBAL AND LOCAL USE CASES: A NEW NOTATION
... are based on line detecting algorithms. This paper present a new method of road extraction from high resolution image in urban areas, based on Hough Transformation and Local ... See full document
7
NEW APPROACH IN COLOR DISTORTION REDUCTION IN UNDERWATER CORAL REEF COLOR IMAGE ENHANCEMENT BASED ON ESTIMATION ABSORPTION USING EXPONENTIAL EQUATION
... and efficient Kernel Linear collaborative discriminant regression classification for face recognition using Local Binary Pattern (KLCDRC-LBP) to learn a discriminative binary ... See full document
9
Palmprint Recognition by using Modified LOCAL BINARY PATTERN
... a efficient texture based recognition on multi scale local binary pattern (LBP) texture features ...one pattern, so a lot of useful information is ...proposed ... See full document
8
Texture classification using rotation invariant models on integrated local binary pattern and Zernike moments
... Local binary pattern (LBP) has been being reputable due to its effectiveness, speed, and rotation invariant property since it was mentioned by Harwood et ...methods based on Ojala’s ...LBP ... See full document
12
Local Binary Pattern Technique For Soil Texture Classification
... a method that derives beneficial facts from the digital ...image classification, image correspondence, image compression are a number of the areas where image analysis is ...colour, texture and shape ... See full document
5
Palm Vein Recognition Based on Local Binary Pattern and Uniform Local Binary Pattern
... [1] Local Binary Pattern (LBP) and Uniform Local Binary Pattern (LBPU) analysis for palm vein recognition with distance based matching ...[3] Local Binary ... See full document
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