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얼굴의 특이점 검출 및 실시간 추적을 이용한 e-Book 제어

Unconstrained e-Book Control Program by Detecting Facial Characteristic Point and Tracking in Real-time

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초록

This study is about e-Book program based on human-computer interaction(HCI) system for physicallyhandicapped person. By acquiring background knowledge of HCI, we know that if we use vision-based interface wecan replace current computer input devices by extracting any characteristic point and tracing it. We decided betweeneyesas a characteristic point by analyzing facial input image using webcam. But because of three-dimensional structureof glasses, the person who is wearing glasses wasn't suitable for tracing between-eyes. So we changed characteristicpoint to the bridge of the nose after detecting between-eyes. By using this technique, we could tracerotation of head in real-time regardless of glasses. To test this program's usefulness, we conducted an experimentto analyze the test result on actual application. Consequently, we got 96.5% rate of success for controlling e-Bookunder proper condition by analyzing the test result of 20 subjects.

Abstract

This study is about e-Book program based on human-computer interaction(HCI) system for physicallyhandicapped person. By acquiring background knowledge of HCI, we know that if we use vision-based interface wecan replace current computer input devices by extracting any characteristic point and tracing it. We decided betweeneyesas a characteristic point by analyzing facial input image using webcam. But because of three-dimensional structureof glasses, the person who is wearing glasses wasn't suitable for tracing between-eyes. So we changed characteristicpoint to the bridge of the nose after detecting between-eyes. By using this technique, we could tracerotation of head in real-time regardless of glasses. To test this program's usefulness, we conducted an experimentto analyze the test result on actual application. Consequently, we got 96.5% rate of success for controlling e-Bookunder proper condition by analyzing the test result of 20 subjects.

참고문헌 (13)

  1. Statistics of disabled person, "K. D. Kwon", Employment Development Institute, ~ (2012)
  2. J. Varona., "Hands-free visionbased interface for computer accessibility", JNCA, 31, pp.357~374 (2008)
  3. Y. Li., "Eye", eyes tracking based on a unified deformable template and particle filtering, 2010, pp.31, 1377~1387
  4. G. H. Shin., "Vision-based Multimodal Human Computer Interface based on Parallel Tracking of Eye and Hand Motion", International Conference on Convergence Information Technology, pp.2443~2448 (2007)
  5. K. Arai., "Camera Mouse Including"CtrlAlt-Del"Key Operation Using Gaze, Blink, and Mouth Shape", IJACSA, 4(3), pp.183~191 (2013)
  6. K. Arai., "Eye-based Human Computer Interaction Allowing Phoning, Reading E-Book", E-Comic, IJHCI, pp.2011, 2(12)[DOI]
  7. M. Nebete., "Design an Eye Tracking Mouse", IJARCCE, 2(2), pp.1118~1121 (2013)
  8. S. Kawato., "Real-time of Nodding and Headshaking by Detecting and Tracking the"Between Eyes", in Proc. 4th IEEE International Conference on Automatic Face and Gesture Recognition, pp.40~45 (2000)
  9. J. H. Jung., "Robust Face Detection using Geometric Luminance Distribution Mask and Color Model under Illumination Variation", Proc. Of KIISE Fall Conference, 32(2), pp.913~915 (2005)
  10. A. Giachetti, "Matching techniques to compute image motion", Image and Vision Computing, 18, pp.247~260 (2000)
  11. R. Stiefelhagen., "Tracking eyes and monitoring eye gaze", Proceedings of the workshop on perceptual user interfaces, Alberta, Canada, pp.98~100 (1997)
  12. S. Shan., "Illumination Normalization for Robust Face Recognition Against Varying Light Conditions", IEEE International Workshop on Analysis and Modeling of Faces and Gestures, Nice, France, pp.157~164 (2003)
  13. W. Chen., "Illumination Compensation and Normalization for Robust Face Recognition Using Discrete Cosine Transform in Logarithm Domain", IEEE T SYST MAN CY B, 36(2), pp.458~466 (2006)

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