Shift based LBP

バージョン 1.1.0.0 (84.7 KB) 作成者: Nikolay S.
The function implements LBP (Local Binary Pattern analysis), in a shift based manner.
ダウンロード: 1.1K
更新 2015/2/21

ライセンスの表示

The LBP tests the relation between pixel and it's neighbors, encoding this relation into a binary word. This allows detection of texture and more complicated patterns & features.
The function is inspired by materials published by Matti Pietikainen in http://www.cse.oulu.fi/CMV/Research/LBP . This implementation however is not totally aligned with the methods proposed by Professor Pietikainen (see Issues & Comments). The current method proposes an implementation based on shifted images- which is beneficial in run time, especially in cases of large filter support. This is also a different way of thinking about the LBP algorithm. Two image shift functions are proposed- a circshift based one- which is faster, but less accurate, and filter2 based one- which takes more time and actually is exactly the same as efficientLBP proposed before.

引用

Nikolay S. (2024). Shift based LBP (https://www.mathworks.com/matlabcentral/fileexchange/49787-shift-based-lbp), MATLAB Central File Exchange. 取得済み .

MATLAB リリースの互換性
作成: R2014b
すべてのリリースと互換性あり
プラットフォームの互換性
Windows macOS Linux
謝辞

ヒントを得たファイル: Image/matrix shift, Local binary patterns

Community Treasure Hunt

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

Start Hunting!
バージョン 公開済み リリース ノート
1.1.0.0

Modified description image

1.0.0.0