中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A new face detection method based on shape information

文献类型:期刊论文

作者Wang, JG; Tan, TN
刊名PATTERN RECOGNITION LETTERS
出版日期2000-06-01
卷号21期号:6-7页码:463-471
关键词face detection image segmentation template matching
英文摘要Automatic detection of human faces is one of the most difficult problems in pattern recognition. In many practical applications (e.g. personal identification using photo-IDs), face images often have a simple background. In this paper, we propose a new method based on shape information. Our system can be very efficient for images with simple background. Input image is first enhanced by means of histogram equalization, followed by edge detection based on a multiple-scale filter. The extracted edges are then linked using a method based on an energy function. The face contour is finally extracted using the direction information of the linked edges. Experimental results are included to verify the effectiveness of this method. (C) 2000 Elsevier Science B.V. All rights reserved.
WOS标题词Science & Technology ; Technology
类目[WOS]Computer Science, Artificial Intelligence
研究领域[WOS]Computer Science
收录类别SCI
语种英语
WOS记录号WOS:000087802300002
公开日期2015-12-24
源URL[http://ir.ia.ac.cn/handle/173211/9810]  
专题自动化研究所_09年以前成果
作者单位Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714
Wang, JG,Tan, TN. A new face detection method based on shape information[J]. PATTERN RECOGNITION LETTERS,2000,21(6-7):463-471.
APA Wang, JG,&Tan, TN.(2000).A new face detection method based on shape information.PATTERN RECOGNITION LETTERS,21(6-7),463-471.
MLA Wang, JG,et al."A new face detection method based on shape information".PATTERN RECOGNITION LETTERS 21.6-7(2000):463-471.

入库方式: OAI收割

来源:自动化研究所

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