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Real-time multiple face detection and tracking

Abin, A. A ; Sharif University of Technology

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  1. Type of Document: Article
  2. DOI: 10.1109/CSICC.2009.5349610
  3. Abstract:
  4. In recent years, processing the images that contain human faces has been a growing research interest because of establishment and development of automatic methods especially in security applications, compression, and perceptual user interface. In this paper, a new method has been proposed for multiple face detection and tracking in video frames. The proposed method uses skin color, edge and shape information, face detection, and dynamic movement analysis of faces for more accurate real-time multiple face detection and tracking purposes. One of the main advantages of the proposed method is its robustness against usual challenges in face tracking such as scaling, rotation, scene changes, fast movements, and partial occlusions. ©2009 IEEE
  5. Keywords:
  6. Automatic method ; Dynamic movements ; Face detection ; Face detection and tracking ; Face tracking ; Fast movement ; Human faces ; Partial occlusions ; Perceptual user interface ; Scene change ; Security application ; Shape information ; Skin color ; Video frame ; Dynamic analysis ; Industrial research ; User interfaces ; Face recognition
  7. Source: 2009 14th International CSI Computer Conference, CSICC 2009, 20 October 2009 through 21 October 2009 ; 2009 , Pages 379-384 ; 9781424442621 (ISBN)
  8. URL: http://ieeexplore.ieee.org/abstract/document/5349610