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      A Study on the Face Recognition and Facial Expression Recognition based on the Face Geometrical Characteristics

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      https://www.riss.kr/link?id=A82394920

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      다국어 초록 (Multilingual Abstract)

      The paper is face recognition and facial expression recognition based on the face geometrical characteristics. In face recognition stages, this paper has analyzed face characteristics and designed the face features, then it extracts the features and c...

      The paper is face recognition and facial expression recognition based on the face geometrical characteristics. In face recognition stages, this paper has analyzed face characteristics and designed the face features, then it extracts the features and constructed the feature values, and at last, it realizes face recognition through matching of similarity of the feature values, for the selection of feature components, we have comprehensively considered the overall features and partial features of face, the face recognition experiment shows that these features can reflect the individual features of human face, which can be treated as an effective basis for face recognition, thus to realize face recognition; in facial expression recognition stages, mouth plays a key role in expressing emotions, in this paper the features is mainly based on the shapes of mouth, followed by eyes and eyebrows. This paper makes its efforts to disperse every feature values via the weighting function and proposes method of expression classification with excellent classification effects; the final recognition model has been constructed.

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      참고문헌 (Reference)

      1 "http;//www.facenews.co.kr/news/view.html?section =98&category=99&no=263"

      2 Martinez A M, "Where are linear feature extraction methods applicable? [J]" pp.1934-1944 27 (27): 1934-1944, 2007

      3 Zhu M L, "Subclass discriminant analysis [J]" pp.1274-1286 28 : 1274-1286, 2006

      4 Tsang I W, "Simpler core vector machines with enclosing balls" pp.911-918 911-918, 2007

      5 Zelinik-Manor L, "Self-tunig spectral clustering[C]" MIT Press 1601-1608, 2005

      6 Hong Chang, "Robust path-based spectral clustering" pp.91-203 41 (41): 91-203, 2008

      7 Zhang H H, "Gabor wavelet associative memory for face recognition" pp.275-278 16 (16): 275-278, 2005

      8 Zhizheng Liang, "A note on two-dimensional linear discriminant analysis" pp.2122-2128 2122-2128, 2008

      9 Dadong Zhao, "A Study on the Face Recognition based on the Face Geometrical Characteristics[C]" 21-27, 2010

      10 Dadong Zhao, "A Study on the Face Expressive Recognition based on the Skin Color and the Face Geometric Characteristics. Department of Computer Engineering Master Thesis" pp.42-48 42-48, 2010

      1 "http;//www.facenews.co.kr/news/view.html?section =98&category=99&no=263"

      2 Martinez A M, "Where are linear feature extraction methods applicable? [J]" pp.1934-1944 27 (27): 1934-1944, 2007

      3 Zhu M L, "Subclass discriminant analysis [J]" pp.1274-1286 28 : 1274-1286, 2006

      4 Tsang I W, "Simpler core vector machines with enclosing balls" pp.911-918 911-918, 2007

      5 Zelinik-Manor L, "Self-tunig spectral clustering[C]" MIT Press 1601-1608, 2005

      6 Hong Chang, "Robust path-based spectral clustering" pp.91-203 41 (41): 91-203, 2008

      7 Zhang H H, "Gabor wavelet associative memory for face recognition" pp.275-278 16 (16): 275-278, 2005

      8 Zhizheng Liang, "A note on two-dimensional linear discriminant analysis" pp.2122-2128 2122-2128, 2008

      9 Dadong Zhao, "A Study on the Face Recognition based on the Face Geometrical Characteristics[C]" 21-27, 2010

      10 Dadong Zhao, "A Study on the Face Expressive Recognition based on the Skin Color and the Face Geometric Characteristics. Department of Computer Engineering Master Thesis" pp.42-48 42-48, 2010

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2022 평가예정 재인증평가 신청대상 (재인증)
      2019-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2016-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2012-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2008-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2006-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.45 0.45 0.39
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.38 0.35 0.566 0.16
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