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Research of Face Detection System Applied for Detecting Faces with Complex Background and Illumination | |
Dai L; Li WJ; Chen X; Jin XX; Qu YF; Dai, L, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China. | |
2008 | |
会议名称 | 5th International Conference on Fuzzy Systems and Knowledge Discovery |
会议录名称 | FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY |
页码 | VOL 4,PROCEEDINGS,: 106-109 |
会议日期 | OCT 18-20, 2008 |
会议地点 | Jinan, PEOPLES R CHINA |
出版地 | 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA |
出版者 | IEEE COMPUTER SOC |
ISBN | 978-0-7695-3305-6 |
部门归属 | [dai, lei; li, weijun; chen, xu; jin, xiaoxian; qu, yanfeng] chinese acad sci, inst semicond, lab artificial neural networks, beijing 100083, peoples r china |
摘要 | An effective face detection system used for detecting multi pose frontal face in gray images is presented. Image preprocessing approaches are applied to reduce the influence of the complex illumination. Eye-analog pairing and improved multiple related template matching are used to glancing and accurate face detecting, respectively. To shorten the time cost of detecting process, we employ prejudge rules in checking candidate image segments before template matching. Test by our own face database with complicated illumination and background, the system has high calculation speed and illumination independency, and obtains good experimental results. |
关键词 | Image Preprocessing |
学科领域 | 人工智能 |
主办者 | Shandong Univ.; Int Nat Computat & Knowledge Discovery Assoc. |
收录类别 | 其他 |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | http://ir.semi.ac.cn/handle/172111/8322 |
专题 | 中国科学院半导体研究所(2009年前) |
通讯作者 | Dai, L, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China. |
推荐引用方式 GB/T 7714 | Dai L,Li WJ,Chen X,et al. Research of Face Detection System Applied for Detecting Faces with Complex Background and Illumination[C]. 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE COMPUTER SOC,2008:VOL 4,PROCEEDINGS,: 106-109. |
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