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Avoiding the Curse of Dimensionality in Local Binary Patterns

2016
Local Binary Patterns is a popular grayscale texture operator used in computer vision for classifying textures. The output of the operator is a bit string of a defined length, usually 8, 16 or 24 bits, describing local texture features. We focus on the problem of succinctly representing the patterns using alternative means and compressing them to ...
Karel Petránek, Jan Vanek, Eva Milková
openaire   +1 more source

Face Recognition with Directional Local Binary Patterns

2011
A novel local feature descriptor, namely Directional Local Binary Patterns (DLBP), was proposed in this paper and applied for face recognition. The descriptor first extracts directional edge information, then codes these information using Local Binary Patterns (LBP).
LinLin Shen, Jinwen He
openaire   +1 more source

A New Local Binary Pattern in Texture Classification

2014
The e LBPs extract local structure information by establishing a relationship between the central pixel and its adjacent pixels. However, it is very sensitive to the change of the central pixel .In this paper,we choose a circle with the radius of 1 instead of a single center.
Haibin Wei   +3 more
openaire   +1 more source

Robust Texture Description Using Local Grouped Order Pattern and Non-Local Binary Pattern

IEEE Transactions on Circuits and Systems for Video Technology, 2021
Jie Feng, Hongliang Li, Tiecheng Song
exaly  

Perceptual Color Image Hashing Based on Quaternionic Local Ranking Binary Pattern

IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India), 2021
Heng Yao, Fang Cao
exaly  

Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor

IEEE Transactions on Image Processing, 2010
Baochang Zhang   +2 more
exaly  

A Completed Modeling of Local Binary Pattern Operator for Texture Classification

IEEE Transactions on Image Processing, 2010
, David Zhang, Zhenhua Guo
exaly  

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