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  • 标题:A Novel Based Approach for Face Recognition
  • 本地全文:下载
  • 作者:A.R.Revathi ; M.Ramya ; R.Priyanga
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2015
  • 卷号:3
  • 期号:4
  • DOI:10.15680/ijircce.2015.0304058
  • 出版社:S&S Publications
  • 摘要:Face Recognition has been an active area over many years in domain of pattern recognition, imageprocessing and computer vision. In general, principal component analysis, quadratic discriminant analysis, lineardiscriminant analysis, statistical approaches are used for processing face recognition. Generally this reduces thenumber of features to be evaluated for the particular image, but it will degrade the accuracy of recognition becausesome feature will be helpful to recognize the faces. In this paper, we proposed the SIFT and SVM is used torecognize the faces with calculation of the fiduciary points that are used to tackle the face recognition problem.Also, we compare the performance of the proposed method with different available data-sets and real time faces.
  • 关键词:SIFT; SVM; PCA; Gabor Filter; Morphology
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