Efficient LLBP (Line Local Binary Pattern)

version 1.1.0.0 (446 KB) by Nikolay S.
The function implements LLBP (Line Local Binary Pattern)

1.8K Downloads

Updated Sat, 22 Aug 2015 20:46:17 +0000

View License

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 :)

Cite As

Nikolay S. (2022). Efficient LLBP (Line Local Binary Pattern) (https://www.mathworks.com/matlabcentral/fileexchange/50058-efficient-llbp-line-local-binary-pattern), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2014b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Acknowledgements

Inspired by: Local binary patterns

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!