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Local binary patterns

Known as: LBP 
Local binary patterns (LBP) is a type of visual descriptor used for classification in computer vision. LBP is the particular case of the Texture… 
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Related topics

Related topics

8 relations
Computer visionFeature vectorHistogram of oriented gradientsLocal ternary patterns

Broader (1)

Feature detection (computer vision)

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2015
Highly Cited
2015
Handwritten Bangla numeral recognition using Local Binary Pattern
Local Binary Pattern (LBP) is a simple yet robust texture descriptor that has been widely used in many computer vision… 
Highly Cited
2015
Highly Cited
2015
Kernel collaborative face recognition
2010
2010
Wavelet Domain Local Binary Pattern Features For Writer Identification
The representation of writing styles is a crucial step of writer identification schemes. However, the large intra-writer variance… 
Highly Cited
2009
Highly Cited
2009
Rotation-invariant colour texture classification through multilayer CCR
2009
2009
Face recognition with statistical Local Binary Patterns
In this work, we present a novel algorithm for face recognition named statistical Local Binary Patterns (sLBP). This is a further… 
Highly Cited
2008
Highly Cited
2008
Dynamic background modeling and subtraction using spatio-temporal local binary patterns
Traditional background modeling and subtraction methods have a strong assumption that the scenes are of static structures with… 
2007
2007
Study of Local Binary Patterns
This Masters thesis studies the concept of local binary patterns, which describe the neighbourhood of a pixel in a digital image… 
2006
2006
Sparse Multiscale Local Binary Patterns
In a Local Binary Pattern (LBP) representation, circular point features are taken in their entirety as predicates and restricted… 
2006
2006
Active Shape Models Using Local Binary Patterns
This report addresses the problem of locating facial features in images of frontal faces taken under different lighting… 
Highly Cited
2000
Highly Cited
2000
Texture classification by multi-predicate local binary pattern operators
This paper benchmarks the simple local binary pattern (LBP) approach in the supervised texture segmentation problems of the… 
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