CLBP
所属分类：matlab编程
开发工具：matlab
文件大小：29KB
下载次数：116
上传日期：2016-05-26 21:00:57
上 传 者：
Dustin_Qi
说明： 使用改进的LBP算法CLBP实现图像纹理特征的提取，并使用卡方统计方法计算类间距离并实现图像分布。本人已经实验，对15类病毒图像进行分类，不调任何参数的情况下实现67 以上的准确率。
(
Using an improved algorithm CLBP LBP texture feature extraction of image, and use the chi-square statistic calculated inter-class distance and achieve image distribution. I have experimented on 15 viroid image classification, and more than 67 accuracy rate without adjusting any parameters.)
文件列表:
CLBP (0, 2015-10-29)
CLBP\ClassifyOnNN.m (1573, 2009-06-30)
CLBP\DemoCodesForOutex.m (4326, 2011-12-10)
CLBP\ReadOutexTxt.m (812, 2009-06-30)
CLBP\clbp.m (6468, 2011-12-10)
CLBP\distMATChiSquare.m (1220, 2009-06-30)
CLBP\getmapping.m (2749, 2010-01-20)
CLBP\rice.png (22367, 2006-12-04)
DemoCodesOutex.m shows the basic operations of CLBP. please download Outex Database from http://www.outex.oulu.fi first and then extract the Outex_TC_00010 database to the correct folder.
ClassifyOnNN.m computes the classification accuracy
clbp.m generates CLBP operator
distMATChiSquare.m computes the dissimilarity between training samples and a test sample
ReadOutexTxt.m gets picture IDs and class IDs from txt for Outex Database
GETMAPPING.m downloaded from http://www.ee.oulu.fi/mvg/
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