Efficient LLBP (Line Local Binary Pattern)

版本 1.1.0.0 (445.8 KB) 作者: Nikolay S.
The function implements LLBP (Line Local Binary Pattern)
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更新时间 2015/8/22

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Description
The LLBP tests the relation between pixel and its neighbors, encoding this relation into a binary word. This allows detection of patterns/features. The current version uses horizontal and vertical shaped filter, resulting in "line" shape, for which the name is given.
An illustration of Line LBP can be seen here: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3251987/figure/f6-sensors-11-11357/
While this shape implies options for specific efficient 1D filter based implementation, here I implemented it via wrapping of my "efficientLBP" function- which achieves not optimal, but reasonable run-time. And I like code reuse :)

引用格式

Nikolay S. (2024). Efficient LLBP (Line Local Binary Pattern) (https://www.mathworks.com/matlabcentral/fileexchange/50058-efficient-llbp-line-local-binary-pattern), MATLAB Central File Exchange. 检索来源 .

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致谢

参考作品: Local binary patterns

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line efficientLBP/

版本 已发布 发行说明
1.1.0.0

Minor bug fixes
1.0.0.0