An affine invariant discriminate analysis with canonical correlation analysis
文献类型：期刊论文
| 作者 | Rushi Lan; Jianwei Yang; Yong Jiang; Zhan Song; Yuan Yan Tang |
| 刊名 | NEUROCOMPUTING
 |
| 出版日期 | 2012 |
| 英文摘要 | Canonicalcorrelationanalysis(CCA)isinvariantwithregardtoaffinetransformation,butitcannotbe directlyappliedtoaffineinvariantpatternrecognition.Thereasonmainlyliesinthatmanyexisting CCA-basedschemesrepresentthepatternbymatrix-to-vectormethod,asaresult,thestructureand spatialinformationoftheoriginalpatternisdiscarded.Inthispaper,anaffineinvariantdiscriminate analysis(AIDA)methodisdevelopedforpatternrecognition.Dislikethematrix-to-vectorrepresenta- tion, anobjectisfirstconvertedtoaprojectionmatrixbycentralprojectiontransform(CPT).Aftera point matchingprocess,CCAisperformedtoprojectionmatricesoftheobjectandthemodel,andtwo vectorswillbederived.Therefore,theobjectisclassifiedtoamodelbythesmallestdistancebetween the obtainedvectors.Comparisonsofexperimentalresultsaregivenwithrespecttosomeexisting methods,whichdemonstratetheeffectivenessoftheproposedAIDAmethod. |
| 收录类别 | SCI |
| 原文出处 | http://www.sciencedirect.com/science/article/pii/S0925231212001178 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/3779]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | NEUROCOMPUTING |
| 推荐引用方式 GB/T 7714 | Rushi Lan,Jianwei Yang,Yong Jiang,et al. An affine invariant discriminate analysis with canonical correlation analysis[J]. NEUROCOMPUTING,2012. |
| APA | Rushi Lan,Jianwei Yang,Yong Jiang,Zhan Song,&Yuan Yan Tang.(2012).An affine invariant discriminate analysis with canonical correlation analysis.NEUROCOMPUTING. |
| MLA | Rushi Lan,et al."An affine invariant discriminate analysis with canonical correlation analysis".NEUROCOMPUTING (2012). |
入库方式： OAI收割
来源：深圳先进技术研究院
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