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Author:

Sun, Yan-Feng (Sun, Yan-Feng.) (Scholars:孙艳丰) | Liang, Yong-Tao (Liang, Yong-Tao.) | Su, Shi-Qian (Su, Shi-Qian.) | Yin, Bao-Cai (Yin, Bao-Cai.) (Scholars:尹宝才)

Indexed by:

EI Scopus PKU CSCD

Abstract:

To accelerate the speed of face detection and get low false alarm rate, an approach of knowledge-based face detection is proposed. It integrates the skin-color model and the gravity-center template. In the process of rough detection, the skin-color model is used to segment the face like regions from any input image. The face-like regions are further checked out by matching the gravity-center template. As the physical structure of human face being taken into careful consideration, a dynamic three subsections distribution model of face, is proposed and used to establish a face knowledge base by analyzing large numbers of face images under different conditions. All the face-like regions are verified if they are genuine human faces based on the knowledge base of faces. The experimental results show that this approach is robust for human face images under complex background, different sizes and certain degree of rotation.

Keyword:

Skin Rotation Face recognition Image segmentation Color

Author Community:

  • [ 1 ] [Sun, Yan-Feng]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Liang, Yong-Tao]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Su, Shi-Qian]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing 100022, China
  • [ 4 ] [Yin, Bao-Cai]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, College of Computer Science and Technology, Beijing University of Technology, Beijing 100022, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2006

Issue: 5

Volume: 32

Page: 467-472

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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