Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Chongqing University of Technology(Natural Science)》 2010-01
Add to Favorite Get Latest Update

Fingerprint Recognition System Based on BP Neural Network

ZHANG Tong1,2,XIAO Nan-feng1(1.School of Computer Science and Engineering,South China University of Technology,Guangzhou 510641,China;2.Dept of Computer,Guangdong Police Officers College,Guangzhou 510230,China)  
In view of the increase of fingerprint database size,this paper adopts BP neural network to classify the fingerprint in order to enhance the speed and precision of recognition.As a result,the fingerprint is sorted into six types: left loop,right loop,arch,whorl,tented,and unidentified.Thus fingerprint is recognized according to the extracted feature among certain type.In the experiment,a system of fingerprint recognition is designed and implemented.This system is able to sort the fingerprint automatically,and then compare it with those in certain database,and in the end the identity information can be obtained quickly.
【Fund】: 国家自然科学基金与中国民用航空总局联合资助项目(60776816);; 广东省自然科学基金重点资助项目(8251064101000005);; 广东省科技攻关项目(2007B0604017)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 ZHANG Tong1,2,LU Wen-wen1,XIAO Nan-feng1(1.School of Computer Science and Engineering,South China University of Technology,Guangzhou 510641 China;2.Dept of Computer,GuangDong Police Officers College,Guangzhou 510230,China);Research of Face's Orientation Recognition Based on BP Network[J];Journal of Chongqing University of Technology(Natural Science);2010-06
2 TENG Yun,HE Chun-lin,YUE Miao(College of Computer,China West Normal University,Nanchong Sichuan 637002,China);Research on Speech Recognition Based on Neural Networks[J];Journal of Chongqing Normal University(Natural Science);2010-04
3 TANG Yong(Network Management Center,Chongqing Technology and Business University,Chongqing 400067,China);Research into the Effectiveness of the Function of Port Loop Detection of Switchboard[J];Journal of Chongqing Technology and Business University(Natural Science Edition);2010-03
Chinese Journal Full-text Database 2 Hits
1 ;A New Classifiable Algorithm of Fingerprint Template Based on Backpropagation Neural Networks[J];Computer Science;2002-09
2 Li Xiaokun (Department of Computer Science,Sha′ anxi College of Finance and Economics);Fingerprint Recognition Based on Structural Features[J];COMPUTER ENGINEERING & SCIENCE;1999-02
Chinese Journal Full-text Database 10 Hits
1 ZHANG Zhi-hong(Anhui Technical College of Water Resources and Hydroelectric Power, Hefei 230601,China);Clustering algorithm and its application based on optimized Fuzzy C-Means[J];Journal of Anhui Technical College of Water Resources and Hydroelectric Power;2008-01
2 JIANG De-yi 1,LI Guangyang 1,XIE Shi-ping 1,2,JIANG Zai-wen2(1.Key Lab for Exploitation of China Southwestern Resources & the Environmental Disaster Control Engineering, Ministry of Education,Chongqing University,Chongqing 400044,China;2.Chongqing Expressway Development Co.,Ltd.Southeast.Co.Chongqing 400060,China);Forecast of Expressway Slope Stability in Chongqing Area Based on the Neural Network[J];Chinese Journal of Underground Space and Engineering;2008-01
3 XIANG Bing, CHENG Qiang, WEI Yan-hua, YANG Yi (College of Physics and Information Optoelectronics, Henan University, Kaifeng 475001, China);Microwave Device Modeling Based on the Fuzzy Neural Network[J];Semiconductor Technology;2006-10
4 JIANG Li,RUAN Qiu-qi(School of Computer and Information Technology,Beijing Jiaotong University, Beijing 100044,China);Research of Gesture Recognition Based on Neuron Networks[J];Journal of Beijing Jiaotong University;2006-05
5 XIAO Cheng-lin,HAN Jian-bao,LUO Xiao-jiang(National Keylab.of Vehicular Transmission,Beijing Institute of Technology,Beijing 100081,China);Fault-feature Detection of Transmission System Based on Simulated Algorithm and Genetic Algorithm[J];Vehicle & Power Technology;2006-04
6 LI Bing-qing JIA Huai-jing (School of Economics and Management,BUPT,Beijing 100876,China);On agential channel risk pre-warning of mobile operators[J];Journal of Beijing University of Posts and Telecommunications(Social Sciences Edition);2009-01
7 JIAO Jun-ting~(1,2),YU Lin-chong~(1,2)(1.Beijing University of Aeronautics & Astronautics,Beijing 100083,China;2.Jiaying University,Meizhou 514015,China);PREDICTION ON CURING DEFORMATION OF COMPOSITE SHELL WITH DIFFERENT THICKNESS SECTION BASED ON ANN[J];Fiber Reinforced Plastics/Composites;2006-05
8 Han XinJian Shen JinFei Xie Feng;Design of Direct Torque Control System Based on FPGA[J];The World of Inverters;2008-02
9 GUO Hai-feng 1,XU Zhe 2(1.Yanbian University,Yanbian 133002,China;2.Yanbian Public Security Burea u,Yanbian 133001,China);Password Security Hardening Based on Keystroke Dynamics[J];Journal of Changchun Teachers College;2005-02
10 HU Zhi-jun,WANG Hong-bin(Department of Computer Science,Xinzhou Teachers University,Xinzhou 034000,China);Research on BP Neural Network Numerical Predicting Method[J];Journal of Changchun Normal University;2006-10
China Proceedings of conference Full-text Database 9 Hits
1 Dai Lixin Hu Jie Li Meiye (Dept.of Economy and Management,North China Electric Power Univ.;Baoding,Beijing;China 071003);Research on the Risk Evaluation of Farmers' Small Scale Credit Based on BP Neural Network[A];[C];2008
2 LI Hong-li~2 GAO Jian-hua~(1,2) LU Hong-yan~2 (1.Research Center of Yellow River Civilization and Sustainable Development;2.College of Environment and Planning,Henan university,Kaifeng 475004,Henan,China);Land sustainable use evaluation based BP neural network in Henan Province[A];[C];2008
3 Wang Junsong, Qian Feifei, Zhang Xinghui, Gu Zhaolin, Wu Zhen (Tianjin University of Technology and Education, Tianjin, 300222);BP-Based Modelling and Calibration of Temperature Sensor[A];[C];2005
4 ZHU Bin~1 MA Yan~1 ZHAO Cong~2 1(College of Marine,Northwestern Polytechnical University,Xi'an,Shannxi 710072,China) 2(School of Science,Northwestern Polytechnical University,Xi'an,Shannxi 710072,China);Application of RLS—BP algorithm in communication channel blind equalization[A];[C];2007
5 Song Xiaoling Liu lei Mount Taishan occupation technical college,Department of information engineering,271000; Taishan University,Department of Physics and Electronics,271000;The Design of an Automatic Fingerprint Identification System based on the Data Mining[A];[C];2008
7 Zhao Jiuling (Computer Dept., Second Artillery Engineering Institute, Xi'an 710025, China);Fingerprint Classification Based on improved BP Neural Network[A];[C];2004
8 Wentao Zhang~1 Wlodek Kluesza~2 (1.China Aerospace Engineering Consultation Center,Beijing 100037; 2.Blekinge Institute of Technology,SE-37179 Karlskrona,Sweden);Firewall Traffic Prediction Using Back Propagation Neural Network[A];[C];2007
9 CHEN Si-yu,XU Wen-jun,TIAN Bao-yu,He Zhi-qiang (Beijing University of Posts and Telecommunications,Beijing 100876,China);An Adaptive Classified Calibration Algorithm Based on Neural Network for Propagation Model[A];[C];2010
Chinese Journal Full-text Database 10 Hits
1 GAO Fu-qianga,ZOU Hengb,QIN Chang-shuob,XU Min-jianb,YANG Yongb(a.ICT Research Center;b.College of Automation,Chongqing University,Chongqing 400030,China);Comparison with BP and RBF neural network used in English Letters Recognition[J];Journal of Chongqing Institute of Technology(Natural Science);2009-09
2 YU Hua,LI Hai-yang,LI Qi-yuan(College of Electrical Engineering,Naval University.of Engineering,Wuhan Hubei 430033,China);The Recognition Technology of the Speech for Digitals "0"~"9" Based on the RBF Neural Network[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2009-06
3 HUANG Qin1,GONG Hai-qing1,LIU Jin-heng1 2,KONG Xiang-long2(1.College of Automation,Chongqing University,Chongqing 400030,China;2.68011 Troop of PLA,Lanzhou 730020,China);Intrusion Detection System Based on Improved Genetic Neural Network[J];Journal of Chongqing University of Technology(Natural Science);2010-02
4 LI Yuan1 DENG Hui-wen2(Faculty of Computer & Information Science,Southwest University,Chongqing 400715,China)1(Research Center of Logic and Intelligence,Southwest University,Chongqing 400715,China)2;Application of Speech Recognition System Based on Algebra Algorithm[J];Computer Science;2008-08
5 CAO Ping,CHEN Pan,ZHANG Wen-bin,ZHANG Chao(School of Information,Zhijiang College,Zhejiang University of Technology,Hangzhou 310023,China);Exploration of Speech Recognition Based on Spiking Neural Networks[J];Computer Engineering & Science;2008-04
6 ZHANG Ya-Li,WANG Yan(Xingang Vocationd and Technicd College,Xingang 464000,China);BP Neural Network of Human Face Examination Testing[J];Journal of Luoyang University;2006-04
7 MENG Xian-yong,YUAN Ding(College of Computer Science, Sichuan Normal University, Chengdu 610066, Sichuan);Application of Multi-layered BP Neural Network for Deciphering Elliptic Curve Cryptosystem[J];Journal of Sichuan Normal University(Natural Science);2005-03
8 LI Yue-long,YIN Jian-qin,LI Jin-ping(School of Information Science and Engineering,Jinan University,Jinan 250022,China);A New Method of Face Recognition[J];Journal of Jinan University(Science and Technology);2006-04
9 FAN Yin-di1,HE Zheng-ling2(1.Shannxi College of Communications Technology,Xi'an 710014,China;2.Xi'an University of Arts and Science,Xi'an 710065,China);A New Face Recognition Method of BP Neural Network[J];Journal of Xi'an University of Arts and Science(Natural Science Edition);2007-01
10 SONG Zhi,He Jia Department of Computer,Chengdu University of Information Technology,Chengdu 610225,China;The Parallel Algorithm of the BP Neural Network Facing Complex Problems[J];Journal of Southwest China Normal University(Natural Science Edition);2009-03
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Zhang Jian wei et al(20);Research on Image Segmentation in Automatic Fingerprint Identification[J];MICROCOMPUTTH APPLICATIONS;1999-12
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved