[PDF] Top 20 Local line directional neighborhood pattern for texture classification
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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
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Evaluation of noise robustness for local binary pattern descriptors in texture classification
... When the descriptor parameters have been optimized for each dataset the influence of noise is investigated. The noise model used is additive white (uncorrelated) Gaus- sian noise. That is, a sample from an Gaussian ... See full document
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An Efficient Method for Texture Classification with Local Binary Pattern Based on Wavelet Transformation
... The LBP is an operator that was first introduced by Ojala et al. [1], and has been shown to be an effective descriptor in texture classification [2]. Firstly, the LBP operator labels the pixels of an image ... See full document
5
Texture classification using rotation invariant models on integrated local binary pattern and Zernike moments
... binary pattern (LBP) has been being reputable due to its effectiveness, speed, and rotation invariant property since it was mentioned by Harwood et ...that texture can be regarded as a two-dimensional ... See full document
12
Rectifying Face and It’s Expressions Using LDN in Image Processing
... the local directional pattern (LDN) method is used for recognizing face ...uses directional information that is more stable against noise than intensity, to code the different patterns from ... See full document
6
Local Tri directional Weber Rhombus Co occurrence Pattern: A New Texture Descriptor for Brodatz Texture Image Retrieval
... for texture image classification ...in texture feature ...in texture descriptors. Further, local tetra patterns, local ternary co-occurrence patterns and modified colour motif ... See full document
5
Color Directional Local Quinary Patterns for Content Based Indexing and Retrieval
... Color Directional Local Quinary Pattern (CDLQP) is proposed for image retrieval ...the texture features from individual R, G and B color channels using directional edge infor- mation in ... See full document
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Parallel Computing for Accelerated Texture Classification with Local Binary Pattern Descriptors using OpenCL
... the classification and improves the efficiency of the ...LBP pattern generation involves direct access to the each of the image pixels, as the size of the image increases the time complexity of the ... See full document
8
Adaptive local binary pattern with oriented standard deviation (ALBPS) for texture classification
... Guo et al. [11] proposed the use of the oriented mean and standard deviation in the matching algorithm to improve classification performance. However, the ALBP method proposed by them does not take into account ... See full document
11
Performance Analysis of Local Binary Pattern Variants in Texture Classification
... invariant texture method [14], improved iterative morphological decomposition ...the texture classification either as rotation variant, or invariant, and either noise sensitive or ...insensitive. ... See full document
8
Palmprint Recognition by using Modified LOCAL BINARY PATTERN
... principle line detection and interest points to be there in biometrics, It has been validated uniform pattern play a important role in Texture based classification ... See full document
8
Texture Classification using Local Binary Patterns and Modular PCA
... Though texture classification has various possible applications, dealing with real textures are difficult. Most of the times, these images are not uniformly illuminated. Other features that cause specific ... See full document
6
Identification of Thyroid Cancerous Nodule using Local Binary Pattern Variants in Ultrasound Images
... Hence texture characterization plays a major role in discriminating benign and malignant nodules in thyroid ultrasound ...the classification of thyroid nodule through local binary pattern ... See full document
6
Texture representation through overlapped multi-oriented tri-scale local binary pattern
... them, local binary pattern (LBP) [23] is the most widely used ...complete local binary pattern (CLBP) [26] by incorporating magnitude and center components in the LBP ...complete local ... See full document
12
Central Local Directional Pattern Value Flooding Co-occurrence Matrix based Features for Face Recognition
... the Local Directional Pattern (LDP) is computed and then Central Local Directional Pattern Value Flood is formed in 3x3 blocks on entire ... See full document
7
Texture analysis of stereograms of diffuse-porous hardwood: identification of wood species used in Tripitaka Koreana
... the texture features and anatomical features to obtain a deep understanding of the image recognition technique, rather than simply using it as a tool for ... See full document
9
Local Directional Number Pattern: An Efficient Descriptor for Face Analysis
... descriptor, Local Directional Number Pattern ...extricates local features of the face composition and encodes it in a six bit compact ...gives directional and sign ...like Local ... See full document
9
Local Directional Mask Maximum Edge Pattern for Image Retrieval
... of local region based on its directional information which is computed with the aid of eight directionalmask ...the local database or we can say that with the help of different filters the efficiency ... See full document
7
Fractal Features Classification for Texture Image Using Neural Network and Mathematical Morphology
... This data projection method provides a planar display of the high dimensional data set. So, it can be assumed that clusters on the Kohonen map are images of clusters in the raw multidimensional data space, and we can ... See full document
5
Local discriminant wavelet packet basis for texture classification
... Texture classification can be defined as a mapping from a set of input image pixels to a set of class ...containing texture regions is key to utilising textural properties which can differentiate ... See full document
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