한국지능시스템학회논문지 (Journal of the Korean Institute of Intelligent Systems)

  • 제12권2호
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  • Pages.97-102
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  • 2002
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  • 1976-9172(pISSN)
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  • 2288-2324(eISSN)
한국지능시스템학회 (Korean Institute of Intelligent Systems)
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CCD 컬러영상에 의한 감성인식

Emotion Recognition by CCD Color Image

  • 이상윤 (군산대학교 전자정보공학부) ;
  • 주영훈 (군산대학교 전자정보공학부) ;
  • 심귀보 (중앙대학교 전자전기공학부)
  • 발행 : 2002.04.01
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초록

본 논문에서는 CCD 칼라 영상을 이용하여 인간의 감성을 인식할 수 있는 방법을 제안한다. 먼저 CCD 카메라에 의해 획득한 칼라 영상으로부터 피부색 추출 방법을 이용하여 얼굴을 추출한다. 그 다음, 추출된 얼굴 영상으로부터 인간 얼굴의 특징점(눈썹, 눈, 코, 입) 들을 추출하는 방법과 각 특징점들 간의 구조적인 관계로부터 인간의 감성(놀람, 화남, 행복함, 슬픔)을 인식하는 방법을 제안한다. 본 논문에서 제안한 방법은 신경회로망을 이용하여 학습시킴으로써 인간의 감성을 인식한다. 마지막으로, 제안된 방법은 실험을 통해 그 응용 가능성을 확인한다.

In this paper, we propose the technique for recognizing the human s emotion by using the CCD color image. To do this, we first get the face image by using skin-color from the original color image acquired by the CCD camera. And we propose the method for finding man s feature points(eyebrows, eye, nose, mouse) from the face image and the geometrical method for recognizing human s emotion (surprise, anger, happiness, sadness) from the structural correlation of man s feature feints. The proposed method in this paper recognize the human s emotion by learning the neural network. Finally, we have proven the effectiveness of the Proposed method through the experimentation.

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참고문헌

  1. IEEE Int. Workshop on Robot and Human Communication Emotion Space for Analysis and Synthesis of Facial Expression S. Morishima;H. Harashima https://doi.org/10.1109/ROMAN.1993.367724
  2. IEEE Int. Conference on Fuzzy Systems Recognition of Facial Expressions Using Conceptual Fuzzy Sets H. Ushida;T. Takagi;T. Yamaguchi https://doi.org/10.1109/FUZZY.1993.327421
  3. Proc. of the IEEE Conference on Computer Vision Face recognition Using Eigenface M. Turk;A. Pentland https://doi.org/10.1109/CVPR.1991.139758
  4. IEEE Int. Canadian Conference The Recognition of Facial Expressions Based on Production System H. Ebine;O. Nakamura https://doi.org/10.1109/CCECE.1999.808000
  5. IEEE Trans. on Pattern Analysis and Machine Intelligence v.21 no.6 Face Detection from Color Images Using a Fuzzy Pattern Matching Method H. Wu;Q. Chen;M. Yachida https://doi.org/10.1109/34.771326
  6. Pattern Recognition v.15 Analysis of Multi-variate Medical Data By Face Method N. Honda;S. Aida https://doi.org/10.1016/0031-3203(82)90074-7
  7. Computer Graphics and Image Processing Automatic Recognition of Human Face Profiles L.D. Harmon;W.F. Hunt https://doi.org/10.1016/S0146-664X(77)80009-9
  8. Pattern Recognition Letters v.5 Automatic Extraction of Fae Features I. Craw;H. Ellis;J.R. Lishman https://doi.org/10.1016/0167-8655(87)90039-0
  9. IEEE Int. Workshop on Robot and Human Communication The Recognition of Basic Facial Expressions by Neural Network H. Kbayashi;F. Hara
  10. Pattern Recognition Letters v.5 Automatic Extracton of Face Features I. Craw;H. Ellis;J. R. Lishman https://doi.org/10.1016/0167-8655(87)90039-0
  11. Computer Graphics and Image Procesing v.6 Automatic Recognition of Human Face Profiles L. D. Harmon;W. F. Hunt https://doi.org/10.1016/S0146-664X(77)80009-9
  12. IEEE Trans. on Pattern Recognition v.15 no.3 Analysis of Multivariate Medical Data By Face Method N. Honda;S. Aida https://doi.org/10.1016/0031-3203(82)90074-7