Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Shaanxi University of Technology(Natural Science Edition)》 2016-06
Add to Favorite Get Latest Update

Adaptive algorithm for skin color recognition based on Gaussian mixture model

REN Min-hong;LU Qiu-ju;School of Mathematics and Computer Science,Shaanxi Sci-Tech University;  
Skin color recognition is the key step in the image processing technology such as pornographic image recognition,face detection,and so on. The effect of skin color recognition affects the effect of related image processing technology. In order to solve the poor effect of skin color recognition based on the single Gaussian model when the interference factors exist in the image,adaptive algorithm for skin color recognition based on Gaussian mixture model is presented on the basis of YCb Cr color space in this paper. The experiment shows that recognition efficiency of the algorithm is higher,and skin color in image with the interference factors being better recognized with this algorithm and the algorithm has certain practicality.
【Fund】: 陕西省教育厅专项科研计划项目(15JK1134)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 7 Hits
1 GUI Zhen-wen;LIU Yue;CHEN Jing;WANG Yong-tian;XU Zhi-wei;School of Computer Science and Technology,Beijing Institute of Technology;Beijing Engineering Research Center for Mixed Reality and Advanced Display,School of Optoelectronics,Beijing Institute of Technology;;A Novel Image Recognition Algorithm for Smartphones[J];电子学报;2014-08
2 REN Min-hong;GUO Wei-gang;School of Mathematics and Computer Science,Shaanxi University of Technology;Hanzhong Xiangyun Science and Technology Ltd.;;Algorithm for pornographic image recognition based on skin-color characteristic[J];陕西理工学院学报(自然科学版);2014-01
3 HU Zheng-Ping,SONG Shu-Fen(School of Information Science and Engineering,Yanshan University,Qinhuangdao 066004);Bi-L_1 Sparse Representation Algorithm for Face Recognition Based on Fusion of Global and Separated Components[J];模式识别与人工智能;2012-02
4 HUANG Jian Zhu, FENG Gui, XIA Li Juan (HuaQiao University, Xiamen 361021, China);Fast face detection based on mixed skin color model[J];微型机与应用;2010-18
5 WANG Hangyu(Xi′an Aeronautical Polytechnic Institute,Xi′an,710089,China);Research on the Face Detection Based on YcbCr Skin Gaussian Model[J];现代电子技术;2008-22
6 Hu Chunhua Ma Xudong Dai Xianzhong Qian Kun(School of Automation,Southeast University,Nanjing 210096,China);Method for fast face-detection based on normalization Gaussian mixture model[J];东南大学学报(自然科学版);2007-03
7 Lei Ming 1 Zhang Junying 1,2 Dong Jiyang 21 (Computer School,Xidian University,Xi'an710071) 2 (National Key Lab for Radar Signal Processing,Xidian University,Xi'an710071);A Skin Color Detecting Algorithm Under Variant Light Condition[J];计算机工程与应用;2002-24
China Proceedings of conference Full-text Database 1 Hits
1 Hu Fu-yuan Zhang Yan-ning Zhang Guang-peng (Northwestern Polytechnical University,School of computer science of,Xi'an,710072,China);Research of Face Detection[A];[C];2004
【Co-citations】
Chinese Journal Full-text Database 9 Hits
1 REN Min-hong;LU Qiu-ju;School of Mathematics and Computer Science,Shaanxi Sci-Tech University;;Adaptive algorithm for skin color recognition based on Gaussian mixture model[J];陕西理工学院学报(自然科学版);2016-06
2 ZHANG Yong;WANG Xu;The Fourth Hospital of Shijiazhuang;Hebei University of Chinese Medicine;;Stability Control of Hospital Transport Vehicle Based on Image Registration[J];军械工程学院学报;2016-04
3 NIU Chen-xiao;SUN Jin;DING Yong-hui;College of Civil Aviation,Nanjing University of Aeronautics and Astronautics;Engineering Research Center for Flight Simulation and Advanced Training,Nanjing University of Aeronautics and Astronautics;;Adaptive Hand Tracking Based on Fusing Depth and Skin Features[J];计算机科学;2016-S1
4 Ren Fuji;Li Yanqiu;Xu Liangfeng;Hu Min;Wang Xiaohua;School of Computer and Information,Hefei University of Technology;Affective Computing and Advanced Intelligent Machines Anhui Key Laboratory;;Face recognition method based on local mean pattern description and double weighted decision fusion for classification[J];中国图象图形学报;2016-05
5 Huang Xuepei;Zhang Yan;Xiang Ju;Zhang Jiafeng;Tang Lanqin;College of Clinical Medicine, Changsha Medical University;College of Computer Science,Changsha Medical University;College of Basic Medicine, Changsha Medical University;;Research and Realization of Adaptive Clustering Image Recognition Technology Based on Cloud Architectures[J];电脑与电信;2016-05
6 Deng Zhenghong;Huang Yijie;Li Xiang;Zhang Tianfan;Department of Automatic Control,Northwestern Polytechnical University;Xi′an Special Equipment Inspection Institute;;Researching Driver Fatigue Detection Using Video Technology[J];西北工业大学学报;2015-06
7 CUI Peng-fei;QIU Yue;SUN Rui;Zheng Zhou Jinhui Computer System Engineering Co.,Ltd;Network Security Defense Corps of Beijing Public Security Bureau;;Research on Image Recognition Technology for the Network Content Security[J];信息网络安全;2015-09
8 LIU Zi;SONG Xiao-ning;TANG Zhen-min;School of Computer Science and Engineering,Nanjing University of Science and Technology;School of Internet of Things Engineering,Jiangnan University;;Integrating Original Images and its Virtual Samples for Face Recognition[J];计算机科学;2015-05
9 YAN Qiu-feng;WANG Hong-ru;JI Ming;School of Mechanical Engineering,Jiangsu University of Science and Technology;;Elliptical Image Segmentation Based on Color Balance and Elliptical Model[J];计算机仿真;2015-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHAO Yong-wei,GUO Zhi-gang,LI Bi-cheng,GAO Hao-lin,CHEN Gang(Institute of Information Engineering,Information Engineering University,Zhengzhou,Henan 450002,China);Object Retrieval Method Based on Randomized Visual Dictionaries and Contextual Semantic Information[J];电子学报;2012-12
2 YUAN Jie1,WEI Bao-gang1,WANG Li-dong1,2(1.College of Computer Science and Technology,Zhejiang University,Hangzhou,Zhejiang 310027,China;2.Hangzhou Normal University,Hongzhou,Zhejiang 310012,China);An Image Retrieval Method Synthesizing PHOG Shape Description and Wavelet Pyramid Energy Distribution[J];电子学报;2011-09
3 HUANG Juan, YANG yang, LIU Yi-ning ( GUILIN University of Electronic Technology, Guilin Guangxi 541004, China );Application of Pornography Image Detection[J];信息网络安全;2011-08
4 HUANG Bo1,ZHAO Ji-yin1,ZHENG Rui-rui2,LI Min2(1.College of Communication Engineering,Jilin University,Changchun,Jilin 130025,China;2.College of Electormechanical & Information Engineering,Dalian Nationalities University,Dalian,Liaoning 116600,China);Affine Invariant Pattern Recognition Based on Multi-Scale Autoconvolution Normalized Histograms[J];电子学报;2011-01
5 SU Yu1,SHAN Shi-Guang2,CHEN Xi-Lin2,GAO Wen1,31(School of Computer Science and Technology,Harbin Institute of Technology,Harbin 150001,China)2(Key Laboratory of Intelligent Information Processing,Institute of Computing Technology,The Chinese Academy of Sciences,Beijing 100190,China)3(Institute of Digital Media,Peking University,Beijing 100871,China);Integration of Global and Local Feature for Face Recognition[J];软件学报;2010-08
6 ZHANG Zheng-zhen,SHI Yue-xiang School of Information Engineering,Xiangtan University,Xiangtan,Hunan 411105,China;Face detecting based on skin color clustering in a color space YCgCr[J];计算机工程与应用;2009-22
7 JIA Ling-zhi1,LI Lan2,QIAN Kun-xi1(1.Biomedical Engineering Research Institute,Jiangsu University,Zhenjiang 212013,China;2.School of Electrical and Information Engineering,Jiangsu University,Zhenjiang 212013,China);Face Detection Algorithm Based on Self-adaptive Light Compensation[J];计算机技术与发展;2008-12
8 WANG Hangyu(Xi′an Aeronautical Polytechnic Institute,Xi′an,710089,China);Research on the Face Detection Based on YcbCr Skin Gaussian Model[J];现代电子技术;2008-22
9 WANG Xiao-yin TANG Cheng-hua (Lab of Computer Network Defense Technology, Beijing Institute of Technology, Beijing Institute of Technology, 100081, China)(Department of Electrical and Communication Engineering Zhongshan (Sun Yat-Sen) University, 510275, China);Research Of An Hierarchical Pornographic Image Recognition Algorithm On Web[J];微计算机信息;2008-30
10 TANG Yanmeng,WU Yuenan(Southeast University,Nanjing,210096,China);A High Speed Color Face Pre-processing Algorithm in Complex Background[J];现代电子技术;2007-24
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved