Local Binary Patterns (LBP)
Local Binary Patterns for Graph Characterization
... Abstract —In this paper we propose a novel approach for defining Local Binary Patterns (LBP) to directly encode graph structure. LBP is a simple and widely used technique for texture analysis in ...
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Local binary patterns for 1-D signal processing
... ABSTRACT Local Binary Patterns (LBP) have been used in 2-D image processing for applications such as texture segmentation and feature ...1-dimensional local binary pattern (LBP) signal ...
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On the Recent Use of Local Binary Patterns for Face Authentication
... More importantly, it should be noticed the degradation of all systems when tested on the darkened set of XM2VTS and on unmatched conditions of BANCA. However, once again LBP-based generative methods are the most robust ...
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Retinal Disease Screening through Local Binary Patterns
... The effect of diabetic on eye causes diabetic retinopathy. Diabetic Retinopathy is one of the complicated diabetes which can cause blindness. It is metabolic and the disordered patients perceive no symptoms until the ...
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Bilateral Line Local Binary Patterns for Face Recognition
... Abstract: Local binary pattern is one of the visual descriptors and can be used as a powerful feature extractor for texture ...Line Local Binary Patterns ...Line Local ...
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A Study of Facial Expression Reorganization and Local Binary Patterns
... include: local binary patterns and their variants in spatial and spatiotemporal domains, texture classification and segmentation, description of interest regions, applications in image retrieval and ...
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Face Detection and Recognition using Local Binary Patterns
... This paper proposes an Automatic Face Verification system using Local Binary Patterns (LBP). It is a texture based algorithm used for face recognition that describes the texture and shape of digital ...
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Face Detection and Recognition using Local Binary Patterns
... challenges. Local Binary Patterns were first used in order to describe ordinary textures[1] and, since a face can be seen as a composition of micro textures depending on the local situation, ...
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Active Shape Models Using Local Binary Patterns
... Huang et al. pointed out in their paper that LBP can only reflect the first derivation information of images, but could not present the velocity of local variation. To solve this problem, they proposed an Extended ...
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On the Effectiveness of Local Binary Patterns in Face Anti-spoofing
... on Local Binary Patterns (LBP) and their variations on three types of attacks: printed photographs, and photos and videos displayed on electronic screens of different ...
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Face Detection and Verification using Local Binary Patterns
... Appendix B Hand Posture Classification and Recognition using LBP Developing new techniques for human-computer interaction is very challenging. Vision-based tech- niques have the advantage of being unobtrusive and hands ...
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On the Effectiveness of Local Binary Patterns in Face Anti-spoofing
... on Local Binary Patterns (LBP) and their variations on three types of attacks: printed photographs, and photos and videos displayed on electronic screens of different ...
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Fast Local Binary Patterns for Efficient Face Recognition
... 3 [email protected] 4 [email protected] Abstract — LBP, Local Binary Patterns, is an accepted technique for efficient face recognition. The local features improve the recognition ...
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Face Recognition Using Local Binary Patterns (LBP)
... on Local Binary Patterns for person- independent face ...which Local Binary Patterns (LBP), histograms are extracted and concatenated into a single feature ...
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Exploring the Use of Local Binary Patterns as Focus Measure
... In this work a novel application of Local Binary Patterns (LBP) is presented that has not been studied until now. It will be shown that LBP fulfills the properties of a focus measure. To test the ...
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Improving non-local video denoising with local binary patterns and image quantization
... In this paper, we propose a new denoising algorithm, NLM3D-LBP-MSB, which is texture-aware and capable of handling higher-dimensional data such as videos and 3D images. We use the NLM3D as a basic denoising algorithm and ...
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Local Binary Patterns for Printer Identification based on Texture Analysis
... on Local Binary Pattern (LBP) descriptor for the application of printer ...of local binary patterns is able to capture the document’s texture modifications by the distortion during the ...
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Texture Classification using Local Binary Patterns and Modular PCA
... Abstract— Texture classification is one of the traditional challenges in the field of pattern recognition. In this paper, we propose a technique to classify textures using two very powerful tools: Modular PCA (m-PCA) and ...
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Facial Expression Recognition based on Local Binary Patterns (LBP)
... a binary number is obtained by merging of these binary values in a right-handed direction that starts from the one amongst its top-left neighbor corner ...generated binary set is then put-upon as ...
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Fabric Defect Detection Using Modified Local Binary Patterns
... Local binary patterns (LBPs) are one of the features which have been used for texture classification. In this paper, a method based on using these features is proposed for fabric defect detection. In ...
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