Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Changsha Communications University》 2005-02
Add to Favorite Get Latest Update

Facial Expression Classification Based on Gabor Filters

ZHOU Yan-ping, XIA Li-min, SONG Xing-guang (Information Engineering College, Central South University, Changsha 410075, China)  
Facial expression recognition is a very complicated topic. The traditional way of recognition can not meet current demands. In this paper, we proposed Gabor filters to process the face image. We used statistic data of the filtered image as the information for the facial expression classification. Finally, we adopted the method of multi-classifier integration to get the output vector. Experiments results have shown good performance in reality.
【Fund】: 湖南省自然科学基金资助项目(99JJY20058)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 Yang Qiufen Hu Huosheng Gui Weihua(College of Information Engineering, Central South University, Changsha 410083);Driver’s Face Tracking Based on Feature Triangle and Gabor Filter[J];Computer Engineering and Applications;2006-23
【Citations】
Chinese Journal Full-text Database 2 Hits
1 WANG Zhiliang (Information Engineerin School,UST Beijing, Beijing 100083, China);Artificial Psychology─A most Accessible Science Research to Human Brain[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;2000-05
2 Chen Aibin Xia Limin Zhao Guimin(Information Engineering College,Central South University,Changsha410075);Face Detection Based on Boosting Algorithm[J];Computer Engineering and Applications;2004-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XUE Wei-min~(1,2)(1.Automation College of Beijing Union University, Beijing100101,China;2.Department of Computer Science and Technology, Tsinghua University, Beijing100084,China);Research on Affective Interaction Modeling of Virtual Human Based on Agent[J];Journal of Beijing Union University;2005-02
2 WANG Zhilang. ZHAO Yanling, HAO Chunhui, MASAEAKE NAGAI, CUI Guowei Information Engineering School, UST Beijing, Beijing 100083,China Department of Information School of Science and Engineering Teikyo University, Japan;An Expert System of Commodity Choose Applied with Artificial Psychology[J];Journal of University of Science and Technology Beijing;2001-04
3 XU Yi-chaoa,CHEN Binb,DING Yong-shenga,c(a. College of Information Science and Technology;b. Fashion Institute;c. Engineering Research Center of Digitized Textile & Fashion Technology,Ministry of Education,Donghua University,Shanghai 201620,China);An Intelligent Garment Fit Evaluation System Based on Multi-Agent Technology[J];Journal of Donghua University(Natural Science);2008-04
4 LIU Jianfeng(Guangdong Baiyun Institute, Guangzhou, Guangdong 510450, China);Studing on the Knowledge Supply Chain Framework for Decision-making of a Person with Ability in University[J];Journal of Guangdong Polytechnic Normal University;2008-03
5 LI Gui-lin1,ZHAO Hui1,2(1.Institute of Information and Scientific Engineering,Xinjiang University,Urumqi 830046,China;2.University of Science and Technology Beijing,Beijing 100083,China);Expression Recognition Based on Twice Feature Selection and Support Vector Machines[J];Computer Knowledge and Technology;2008-36
6 Cui Lili(College of Traffic & Transportation,Southwest Jiaotong University,Chengdu 610031,China);The Application Research of Artificial Psychology in Unsignalized Intersection[J];Road Traffic & Safety;2007-01
7 XU Xiao-tao1,HAN Tao2,XIE Yao-wen1(1.Key Laboratory of Western China's Environmental Systems(Ministry of Education),Lanzhou University,Lanzhou,Gansu 730000,China;2.Institute of Arid Meteorology,CMA,Lanzhou,Key Laboratory of Arid Climatic Changing and Reducing Disaster of Gansu GOV and CMA,Lanzhou,Gansu 730020,China);Comparison of the land cover classification methods based on single-temporal MODIS data[J];Agricultural Research in the Arid Areas;2008-03
8 WANG Yu-jie1,2,WANG Zhi-liang2,WANG Guo-jiang2,Chen Fengjun2,WANG Huai-wei2(1.College of Information Engineering,Beijing University of Science and Technology,Beijing 100083,China;2.Department of Basic Science,Beijing Agricultural College,Beijing 102206,China);Research on an affective model[J];Journal of Liaoning Technical University;2006-04
9 LU Ying-hua,CUI Jing-xia(College of Computer Science,Northeast Normal University,Changchun 130117,China);Research on expression-based fast wavelet transform-projection-BP neural network approaches[J];Journal of Northeast Normal University(Natural Science Edition);2009-02
10 Xue Weimin Shi Zhiguo Gu Xuejing Wang Zhiliang(Information Engineering School,Beijing University of Science&Technology,Beijing100083);The Research of Emotional Interaction System Based on Agent[J];Computer Engineering and Applications;2002-19
China Proceedings of conference Full-text Database 7 Hits
1 Wang,Zhiliang Zhao, Yanling Hao,chunhui MASAEAKE NAGAI Cui,guowei School of Information, University of Science and Technology (USTB) Beijing, 100083, P. R. China Department of Information Scienses. School of Science and Engineering Teikyo University;An Expert System of Commodity Choose Applied with Artificial Psychology[A];[C];2001
2 Xie Yinggang, Wang Zhiliang, Cheng Ning, Wang Guojiang,Masatake Nagai School of Information Engineering,University of Science & Technology Beijing 100083, China Department of information Sciences School of Science and Engineering, Teikyo university, 320-8551 Japan;Facial and Eye Detection and Application in Affective Recognition[A];[C];2006
3 PeiHong Sun LinMi Tao Department of Computer Science and Technology, Tsinghua University, Beijing 10084, China;Emotion Measuring Method in PAD Emotional Space[A];[C];2008
4 Wang Zhiliang Xie Lun Xue Weimin Wei Zhehua University of Science and Technology,Beijing,100083 Beijing Union University,Beijing,100083;The Construction of Affective Model and Its Numerical Simulation Based on Artificial Psychology[A];[C];2003
5 Zhiliang.Wang (School of Information Engineering,UST Beijing,Beijing 100083,China);Research Development of Artificial Psycology[A];[C];2003
6 Jia Wen-jin,Wang Zhi-liang,Liu Ji-wei (School of Information Engineering,University of Science & Technology Beijing,Beijing 100083,China);Design and Realizing the Solution of Facial Expression Fast Reformation base on the Web[A];[C];2003
7 PING An WANG Zhi-liang XIU Chen LI Cun-yang (School of Information Engineering,University of Science & Technology Beijing,Beijing 100083,China);Research of Human-computer Interaction Based on IGRS Standard in Digital Home[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Zhiliang (Information Engineerin School,UST Beijing, Beijing 100083, China);Artificial Psychology─A most Accessible Science Research to Human Brain[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;2000-05
2 LIU Ru jie 1,2 ,YUAN Bao zong 1,TANG Xiao fang 1 (1 The Institute of Information Science,Northern Jiaotong University,Beijing 100044,China;2 Fujitisu R & D Center CO.,LTD.Beijing 100016,China);Multiple Classifiers Fusion Algorithm with the Fuzzy Measures Determined by Genetic Algorithm[J];Acta Electronica Sinica;2002-01
3 RUAN Sen-ling1, RUAN Si-hua2, LIN Xue-yin1 (1. Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China; 2. The Education Technology Center, Fuzhou University, Fuzhou, Fujian 350002, China);A human face image detection method based on SVM[J];Journal of Fuzhou University(Natural Science Edition);2006-02
4 ZHANG Lin; HU Bo ;LING Xie-ting(Department of Electronics Engineering, Fudan University, Shanghai 200433, China);Face Recognition Based on Principal Component Analysis and Fuzzy ART Neural Model[J];JOURNAL OF CIRCUITS AND SYSTEMS;1999-03
5 ZUO Kun-long~*, LIU Wen-yao (School of Precision Instrument & Optoelectronic Engineering,Key Laboratory of Opto-electronic Information Technical Science of EMC,Tianjin University,Tianjin 300072,China);Facial Expression Recognition Using Active Appearance Models[J];Journal of Optoelectronics.laser;2004-07
6 GU Hua~*, SU Guang-da, DU Cheng(Research Institute of Image and Graphics,Department of Electronic Engineering,Tsinghua University,Beijing 100084,China);Automatic Localization of the Vital Feature Points on Human Faces[J];Journal of Optoelectronics.laser;2004-08
7 ZHANG Li-xin,WANG Jia-xin,ZHAO Yan-nan,YANG Ze-hong artment of Computer Science and Technology,Tsinghua University,Beijing 100084,China);Combination Feature Selection Based on Relief[J];Journal of Fudan University;2004-05
8 YANG Fu-qing, MET Hong, LU Jian, JIN Zhi(Software Institute, Peking University, Beijing 1000871, China;National Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu 210096, China;Mathematics Institute, Chinese Academy of Sciences , Beijing 100080, China);Some Discussion on the Development of Software Technology[J];Acta Electronica Sinica;2002-S1
9 ZHU Jian-xiang~ ** , SU Guang-da, LI Ying-chun (Institute of Image and Graphics,Department of Electronic Engineering,Tsinghua University,Beijing 100084,China);Facial Expression Recognition Based on Gabor Feature and Adaboost[J];Journal of Optoelectronics.Laser;2006-08
10 HE Qian hua,LU Yi qing,WEI Gang (Dept.of Electronics Engineering,South China Univ.of Technology, Guangzhou 510641,China);A New Approach for HMM Training[J];ACTA ELECTRONICA SINICA;2000-09
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 YANG Qiu-fen,GUI Wei-hua,ZHOU Shu-ren(College of Information Science & Engineering,Central South University,Changsha 410083,China);Facial expression recognition algorithm for fatigue driving[J];Application Research of Computers;2008-10
2 ZHANG Zutao1,2,ZHANG Jiashu1(1.School of Mechanical Eng.,Soutwest Jiaotong University,Chengdu 610031,China;2.School of Information Science and Technology,Soutwest Jiaotong University,Chengdu 610031,China);Driver Fatigue Detection Based on Unscented Kalman Filter and Eye Tracking[J];Journal of Southwest Jiaotong University;2008-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved