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《Journal of Henan Normal University(Natural Science)》 2010-05
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Research and DSP Realization on Face Detection Based on Improved Adaboost Algorithm

TAN Xiao-heng,ZHANG Jian-hui(The Center of Communication and Tracking Telemetering&Command,Chongqing University,Chongqing 400044,China)  
In order to solve the problem that the training time of Adaboost face detection is extremely long,and to raise the detection rate while lowering the false detection rate,several improvements based on Adaboo1st face detection algorithm are used to train and detect the faces from the importing pictures.Improvements included in this thesis are to build and store a feature form in a decending order,to change the weight renewal algorithm and classification error calculation method.At last,this improved method is realized on DSP platform.It is proved that the real-time feature is much better than that of the normal Adaboost.
【Fund】: 中央高校基本科研业务费(CDJZR101601XX)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 WANG Hai-chuan, ZHANG Li-ming (Department of Electronic Engineering, Fudan University, Shanghai 200433, China);A Novel Fast Training Algorithm for Adaboost[J];Journal of Fudan University;2004-01
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YAN Yun-yang1,2,GUO Zhi-bo1,YANG Jing-yu1(1.School of Computer,Nanjing University of Science and Technology,Nanjing Jaingsu 210094,China;2.Department of Computer Engineering,Huaiyin Institute of Technology,Huaian Jaingsu 223001,China);Fast DW-AdaBoost Algorithm Using Histogram of Weight[J];Journal of Engineering Graphics;2007-05
2 LI Zheng-ming (GuangDong Polytechnic Normal University GuangDong Industry Training Center, Guangzhou 510665, China);An Algorithm for People Recognition Based on Hair Color Model and Face Detection[J];Computer Knowledge and Technology;2010-15
3 LI Jian-jun,ZHANG jiang Central South University of Forestry Science and Technology,Changsha 410006,China;Traffic incident detection based on improved Adaboost method[J];Computer Engineering and Applications;2008-20
4 YAN Yun-yang1,2,GUO Zhi-bo1,YANG Jing-yu1(1.School of Computer Science and Technology,Nanjing University of Science and Technology,Nanjing 210094;2.Department of Computer Engineering,Huaiyin Institute of Technology,Huai’an 223001);Fast Enhanced AdaBoost Algorithm Based on Dual-threshold[J];Computer Engineering;2007-21
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8 ZHONG Xiang-yang(Department of Computer Science and Technology,Jiaying University,Meizhou 514015,China);A Fast Training Algorithm for Face detection[J];Journal of Jiaying University;2007-03
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10 TIAN Qi-chuan1,2,LIU Zheng-guang1,LI Lin-sheng2,QU Yao-hong3,LI Zi-liang2,LIU Xi-rong2(1.School of Electrical Engineering & Automation,Tianjin University,Tianjin 300072,China;2.College of Electronic Information Engineering,Taiyuan University of Science and Technology,Taiyuan 030024,China;3.School of Automatic Control,Northwestern Polytechnical University.Xi’an 710072,China);Improve Iris Classification Performance Based on AdaBoost[J];Journal of System Simulation;2008-15
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1 ZOU Yao ZHANG Chao (School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai 200093);Implementation and Optimization of Face Recognition Algorithm Based on DSP[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 KANG Xue Lei SHAO Lin ZHANG Li Min (Department of Electronics Engineering, Fudan University, Shanghai 200433, China);A METHOD USING SKIN-COLOR AND TEMPLATE FOR AUTOMATIC FACE DETECTION[J];JOURNAL OF INFRARED AND MILLIMETER WAVES;2000-03
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