Research of Face Detection System Applied for Detecting Faces with Complex Background and Illumination
| Data(s) |
2008
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| Resumo |
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. 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. zhangdi于2010-03-09批量导入 zhangdi于2010-03-09批量导入 Shandong Univ.; Int Nat Computat & Knowledge Discovery Assoc. [Dai, Lei; Li, Weijun; Chen, Xu; Jin, Xiaoxian; Qu, Yanfeng] Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China Shandong Univ.; Int Nat Computat & Knowledge Discovery Assoc. |
| Identificador | |
| Idioma(s) |
英语 |
| Publicador |
IEEE COMPUTER SOC 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA |
| Fonte |
Dai, L;Li, WJ;Chen, X;Jin, XX;Qu, YF.Research of Face Detection System Applied for Detecting Faces with Complex Background and Illumination .见：IEEE COMPUTER SOC .FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY,10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA ,2008,VOL 4,PROCEEDINGS,: 106-109 |
| Palavras-Chave | #人工智能 #image preprocessing |
| Tipo |
会议论文 |
