Local Binary Patterns

时间:2014-12-26 08:48:54
【文件属性】:

文件名称:Local Binary Patterns

文件大小:1.43MB

文件格式:ZIP

更新时间:2014-12-26 08:48:54

LBP,VLBP

Introduction ============ This is a class to calculate histogram of LBP (local binary patterns) from an input image, histograms of LBP-TOP (local binary patterns on three orthogonal planes) from an image sequence, histogram of the rotation invariant VLBP (volume local binary patterns) or uniform rotation invariant VLBP from an image sequence. Reference ========= 1. Guoying Zhao, Matti Pietikäinen, "Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 6, pp. 915-928, June 2007, doi:10.1109/TPAMI.2007.1110 2. Guoying Zhao, Matti Pietikainen, "Dynamic texture recognition using volume local binary patterns," In: Dynamical Vision, WDW 2005/2006 Proceedings, Lecture Notes in Computer Science 4358, 2006, 165-177. Example ======= Refer to `example' directory for a simple demonstration. Change ====== * Some data structure are changed. * Add the calculation of histogram of uniform rotation invariant VLBP.


【文件预览】:
LBP-v0.0.4
----example()
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--------3.png(101KB)
--------Makefile(287B)
--------5.png(103KB)
--------8.png(102KB)
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--------11.png(102KB)
--------1.png(101KB)
--------test.cpp(5KB)
--------12.png(100KB)
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--------0.png(101KB)
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--------4.png(101KB)
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--------7.png(101KB)
--------14.png(100KB)
----LBP.h(4KB)
----README(1KB)
----LBP.cpp(29KB)

网友评论

  • 试过了,感觉不咋地。不知道是不是自己不懂算法的缘故。。。
  • 注释有点少,资源还是不错的
  • 注释太少了,代码相对比较全
  • 代码注释太少了 读取代码有很困难 希望作者完善一下 方便大家使用
  • 代码相对比较全,但是最近我在用uniform lbp,缺少单独的这个代码,希望能补上~~
  • 代码还是比较全,就是没写注释,哎。看起来有点辛苦啊~