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Detection of human faces in color image using genetic algorithm

  • Beijing Institute of Technology
  • Sichuan University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, a genetic approach for human faces detection is proposed. Firstly, the possible facial components are extracted from image, and then the geometry rules are employed to select the candidate eye pairs. Then genetic algorithm is applied to search for possible face regions from candidate eye pairs. The fitness value of each solution is measured based on the information of gray projection and skin-color distribution in face region. Experimental results show that the proposed approach is reliable, and it can detect the frontal human faces with various orientations.

源语言英语
主期刊名Proceedings of 2004 International Conference on Machine Learning and Cybernetics
出版商Institute of Electrical and Electronics Engineers Inc.
3563-3567
页数5
ISBN(印刷版)0780384032, 9780780384033
DOI
出版状态已出版 - 2004
已对外发布
活动3rd International Conference on Machine Learning and Cybernetics, ICMLC 2004 - Shanghai, 中国
期限: 26 8月 200429 8月 2004

丛书

姓名Proceedings of 2004 International Conference on Machine Learning and Cybernetics
6

会议

会议3rd International Conference on Machine Learning and Cybernetics, ICMLC 2004
国家/地区中国
Shanghai
时期26/08/0429/08/04

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