LBPV_GM
所属分类：图形图象
开发工具：matlab
文件大小：12KB
下载次数：535
上传日期：2009-12-20 22:14:15
上 传 者：
ningjf
说明： 利用LBP纹理模型进行纹理分类，其论文<..Rotation Invariant Texture Classification using LBP Variance (LBPV) with Global Matching>发表在2009年Pattern Recognition，效果很不错。
(Texture classification by LBP texture model. The related paper <..Rotation Invariant Texture Classification using LBP Variance (LBPV) with Global Matching> has been published in Pattern Recognition 2009.)
文件列表:
ClassifyOnNN.m (1573, 2009-06-30)
ConvertU2LBP.m (1265, 2009-06-30)
DemoCodesForOutex.m (4898, 2009-06-30)
distGMES.m (1741, 2009-06-30)
distGMPD.m (4411, 2009-06-30)
distGMPDRN.m (5280, 2009-06-30)
distMATChiSquare.m (1220, 2009-06-30)
getmapping.m (2382, 2008-05-01)
lbp_new.m (5434, 2008-05-01)
LBPV.m (3636, 2009-06-30)
ReadOutexTxt.m (812, 2009-06-30)
DemoCodesOutex.m shows the basic operations of LBPV_GM. 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
ConvertU2LBP.m converts the uniform LBP(LBPV) histogram sequence to meet the requirement for Global Matching
distGMES.m computes the dissimilarity between training samples and test by Exhaustive Searching
distGMPD.m computes the dissimilarity between training samples and test samples by Principal Direction(s)
distGMPDRN.m computes the dissimilarity between training samples and test samples by Principal Direction(s) and proposed feature reduction
distMATChiSquare.m computes the dissimilarity between training samples and a test sample
LBPV.m returns LBPV histogram of an image
ReadOutexTxt.m gets picture IDs and class IDs from txt for Outex Database
GETMAPPING.m downloaded from http://www.ee.oulu.fi/mvg/
lbp_new.m downloaded from http://www.ee.oulu.fi/mvg/
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