Completed Local Binary Patterns for Texture Description
A Completed Modeling of Local Binary Pattern Operator for Texture Classification
... the local difference is quantized into three levels in LTP while it is quantized into four levels in ...the local intensity variance but neglects the local spatial structure, which is useful for ...
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Local Binary Patterns for Printer Identification based on Texture Analysis
... a texture analysis of the printed document based on Local Binary Pattern (LBP) descriptor for the application of printer ...statistical description of the pixels’ gray level differences within ...
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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 ...
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Colour texture image classification using colour completed local binary pattern (CCLBP)
... distinctive texture features. The classification of the texture feature algorithm methods is categorised into three categories which are model-based method, statistical method and structural ...
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Optimum Gabor filter design and local binary patterns for texture segmentation
... to texture segmentation has been ...two texture measures. A texture sensitive indicator: a single Gabor filter, was optimized for the particular textures within an image by an IGA, which used a ...
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Optimizing Gabor Filter and Local Binary Patterns for multi-texture classification
... by texture, it is important to maximize the discrimination between different classes by using an effective ...on texture classes is obtained from the Brodatz ...
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A scale- and orientation-adaptive extension of Local Binary Patterns for texture classification
... In this work, we present a methodology which combines ideas from the second (alignment of features) and the last category (scale-adap- tion) to construct a scale- and rotation-invariant LBP feature represen- tation. The ...
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Completed Local Structure Patterns on Three Orthogonal Planes for Dynamic Texture Recognition
... spatio-temporal texture description and classification in which a PCA network (PCANet) is used on each of the three orthogonal planes of a DT sequence to learn ...extract local DT features via kernel ...
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Multiresolution Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns
... posed texture measures is too high, as Randen and Husoy [33] concluded in in their recent extensive comparative study involving dozens of different spatial filtering methods: “A very useful direction for future ...
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Generalized Completed Local Binary Patterns for Time-Efficient Steel Surface Defect Classification
... generalized completed local binary patterns (GCLBP) framework is ...improved completed local binary patterns (ICLBP) and improved completed noise-invariant ...
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Classification of Emphysema Subtypes: Comparative Assessment of Local Binary Patterns and Related Texture Features
... capture texture information accurately on low-dose CT ...LTP, texture analysis using LTP is expected to be more robust to noise than that using ...and texture characteristics. If T is too large, ...
Texture Classification of lung computed tomography (CT) using local binary patterns (LBP)
... conventional Local Binary Pattern (LBP), Center Symmetric Local Binary Pattern (CS-LBP), Completed Local Binary Pattern (CLBP) and Local Binary Pattern ...
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Review on local binary patterns variants as texture descriptors for copy-move forgery detection
... on texture which remains similar in the copied and pasted region even after some post-processing attack is ...the texture pattern can be a good indicator of forgery ...
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Survey on Local Binary Pattern for Texture Classification
... -Local binary patterns (LBP) is a type of visual descriptor used for texture classification in computer ...efficient texture operators which labels the pixels of an image by ...
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Multi-Scale Colour Completed Local Binary Patterns for Scene and Event Sport Image Categorisation
... Abstract—The Local Binary Pattern (LBP) texture descriptor and some of its variant descriptors have been successfully used for texture classification and for a few other tasks such as face ...
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Statistical binary patterns for rotational invariant texture classification
... from local patches, based on pixel intensities and differences, reporting impressive texture classification ...the Local Binary Count (LBC), is proposed, by encoding only the number of ...
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Completed Local Ternary Pattern for Rotation Invariant Texture Classification
... two texture descriptors, the completed modeling of Local Binary Pattern (CLBP) and the Completed Local Binary Count (CLBC), have achieved a remarkable accuracy for ...
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Palm Vein Recognition with Local Binary Patterns and Local Derivative Patterns
... A key issue in palm vein feature extraction from NIR images is finding efficient descriptors for palm vein appear- ance. Different methods such as Hessian phase, localized Radon transform, ordinal code, Laplacianpalm ...
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Local Binary Pattern Technique For Soil Texture Classification
... based local binary patterns are characterized as discrete dynamic systems These systems are completely described by a set of rules in a nearer ...
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Local Binary Patterns for Graph Characterization
... the Local Binary Pattern (LBP) that was originally proposed by [9] for texture analysis of 2D ...for texture analysis of 3D shapes that are represented by ...the local structure around ...
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