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《Opto-Electronic Engineering》 2012-05
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Billet Character Segmentation Based on Intelligent Multi-agent in the Complex Scene

HONG Han-yu1,YANG Yi-jun1,ZHANG Xiu-hua1,YAN Lu-xin2,ZHANG Tian-xu2 ( 1. Laboratory of Image Processing and Intelligent Control, Wuhan Institute of Technology, Wuhan 430074, China; 2. Institute for Pattern Recognition and Artificial Intelligence, Huazhong University of Science and Technology, Wuhan 430074, China )  
In the process of billet detection and recognition, how to accurately divide the characters at ends of steel in the complex scene is a highly complicated intelligence problem. In order to solve this complex problem, a segmentation algorithm based on intelligent multi-agent is proposed in this paper. The algorithm takes these functions: the segmentation of characters, the combination of regions, the division of regions and the calculation of features, as the agents in the subordinate control layer. And then, these agents work in coordination with each other in the control of the master agent. Moreover, the segmentation information is fed back to the master agent to control and analyze the agents. At last, the billet characters are divided accurately through the proposed algorithm of intelligent multi-agent. The segmentation experimental results show that the proposed algorithm divides the billet characters in the complex scene accurately and steadily. What's more, the algorithm solves the difficult problem of the accurate segmentation of billet characters in the complex scene, and provides the guarantee for the characters recognition.
【Fund】: 国家自然科学基金面上项目(50975211 61175013);; 武汉市科技攻关项目(200810321164);; 湖北省自然科学基金(2010CDB11107);; 武汉市科学带头人计划项目(Z201051730001)
【CateGory Index】: TP391.41;TP274
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Chinese Journal Full-text Database 6 Hits
1 GAO Chao,CHANG Yong-xin,GUO Yong-cai(Key Laboratory of Optoelectronic Technology and Systems of Education Ministry of China,Chongqing University,Chongqing 400030,China);Study on Binarization Algorithm for the Mechanical Workpiece Digital Recognition[J];Opto-Electronic Engineering;2010-06
2 Zhang Zhen Huang Shan Li Daizhang Yan Guoli(Department of Automation in College of Electrical&Information Engineering,Sichuan University,Chengdu610065);A Method Applied for Precise Segmentation of the Characters in the ID Card[J];Computer Engineering and Applications;2003-13
3 Halmurat 1) Aziguli 2) 1)(College of Information Science and Engineering, Xinjiang University, Urumqi 830046) 2)(Institute of Knowledge Engineering,Beijing University of Science & Technology, Beijing 100083);Research and Development of a Multifont Printed Uyghur Character Recognition System[J];Chinese Journal of Computers;2004-11
4 YANG Wu-Yi 1, 2 ZHANG Shu-Wu 31. Key Laboratory of Underwater Acoustic Communication and Marine Information Technology (Xiamen University), Ministry of Education, Xiamen 361005 2. College of Oceanography and Environmental Science, Xiamen University, Xiamen 361005 3. Institute of Automation, Chinese Academy of Sciences, Beijing 100190;An Integrated Segmentation and Recognition Algorithm for Text in Video[J];Acta Automatica Sinica;2010-10
5 ZHANG Yu jiao, SHI Zhong ke (Department of Automatic Control, Northwestern Polytechnical University, Xi'an 710072, China);Isolation of License Plate Characters Based on Connected Components and Projection Method[J];Mini-micro Systems;2004-04
6 DING Jie,LOU Zhen,YANG Jing-yu (Department of Computer Science,Nanjing University of Science and Technology,Nanjing 210094);Segmentation of Numeral Strings Using Stroke Grouping[J];Journal of Image and Graphics;2009-08
Chinese Journal Full-text Database 10 Hits
1 YU Jin1, HUAN Hui-xian1, LIU Zhi-jun2, TANG Hong-zhong1 (1. College of Information Engineering, Xiantan University, Xiantan 411105, China; 2. Electronic Calculating Station, Xiangtan Statistics Department, Xiangtan 411101, China );Segmentation and Feature Extraction of License-Plate Character in Complex Background[J];Ordnance Industry Automation;2005-04
2 CAI Jin-hui,ZHANG Guang-xin,ZHOU Ze-kui (Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, china);Design of On-line Automatic Vision Inspection System for Steel Billet Characters[J];Chinese Journal of Sensors and Actuators;2006-03
3 HAN Lin-feng,ZHAO Hui (College of Information Science and Engineering,Xinjiang University,Wulumuqi 830046,China);The Method of Preprocessing and Feature Extraction for Online Handwritten Uyghur Characters[J];Computer Knowledge and Technology;2011-07
4 Liu Shaomei Yang Dingcai(College of Information Engineering,Yanshan University,Qinhuangdao 066004);License plate slant correction method based on least square and principal component analysis[J];Electronic Measurement Technology;2008-04
5 XU Chi1,SUN Changku1,WANG Peng1,JIA Weiguang2 1.State Key Laboratory of Precision Measuring Technology and Instruments,Tianjin University,Tianjin 300072,China;2.National Center of Oceanographic Standards and Metrology,Tianjin 300112,China;Automatic Measuring System for High Precision Measurment on Height of Water[J];Chinese Journal of Sensors and Actuators;2011-10
6 WANG Xiao-lei(School of Computer Science and Technology,Huaibei Normal University,235000,Huai bei,Anhui,China);A Correcting System Using Handwritten Input in Electronic Document[J];Journal of Huaibei Normal University(Natural Science Edition);2011-04
7 Dawel·Abilhayer1,2,Hayrat·Kezerbek1(1.College of Information Science and Engineering,Xinjiang University,Urumqi 830046,China;2.Key Laboratory of Multilingual Information Technology of Xinjiang,Urumqi 830046,China);Study and Implementation of Kazakh Off-line Handwritten Character Recognition System[J];Computer Engineering;2011-08
8 ZHANG Hao,CAI Jin-hui,CAI Hui,ZHOU Ze-kui(National Key Lab of Industrial Control Technology,Department of Control Science & Engineering,Zhejiang University,Hangzhou 310027,China);On-line inspection method for steel billet characters based on improved template matching[J];Computer Integrated Manufacturing Systems;2007-10
9 Turgun·Ibrahim,YUAN Baoshe(School of Information Science and Engineering Xinjiang University, Multilingual Information Technology Laboratory of Xinjiang,Urumqi,Xinjiang 830046,China);A Survey on Minority Language Information Processing Research and Application In Xinjiang[J];Journal of Chinese Information Processing;2011-06
10 ELI Jume,Halidan.A,HUANG Hao.1.Department of Electrical Engineering,Xinjiang University,Urumqi 830047,China 2.Department of Information Science and Engineering,Xinjiang University,Urumqi 830046,China;Recognition of extracting Uyghur texts from videos images[J];Computer Engineering and Applications;2011-36
China Proceedings of conference Full-text Database 1 Hits
1 Dawel Abilhayer~(1,2) 1.College of Information Science & Engineering,Xinjiang University,P.R.China,830046 2.Xinjiang Laboratory of Multi-language Information Technology,P.R.China,830046;Study and Implementation of Kazakh Off-line Handwritten Character Recognition System[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Cheng-yun1,CHEN Zhen-xue2,MA Yu-tao3 ( 1. Wuhan University of Science and Technology, Wuhan 430081, China; 2. Institute of Pattern Recognition & Artificial Intelligence, State Education Commission Laboratory for Image Processing & Intelligence Control, Huazhong University of Science and Technology, Wuhan 430074, China; 3. State Key Laboratory of Software Engineering, Wuhan University, Wuhan 430072, China );Adaptive wavelet thresholding method for image denoising[J];Opto-Electronic Engineering;2007-06
2 ZHOU Xiao-long a,ZHANG Xiao-hong a,FENG Xinb ( a. School of Software Engineering; b. College of Computer Science, Chongqing University, Chongqing 400030, China );A Novel License Plate Localization Algorithm Based on Saliency Map[J];Opto-Electronic Engineering;2009-11
3 Wang Yanjie;Song Jianzhong(Changchun Institute of Optics and Fine Mechanics,Chinese Academy of Sciences,Changchun 130021);An Adaptive Method for Image Binarization in Real-Time[J];OPTICS AND PRECISION ENGINEERING;1994-05
4 TIAN Xue-bing,HAN Shao-kun(Department of Optical Engineering,Beijing Institute of Technology,Beijing 100081,China);Image preprocess research on the automation recognition technology of workpiece steel seal number[J];Optical Technique;2006-S1
5 Zhang Shusheng(CAD/CAM Research Center,Northwestern Polytechnical Univelsity, Xi'an, 710072);A Fast Detecting Approach to Binary ImageConnected Components With Line-BasedLabel Propagation[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1994-10
6 Zhang Chongyang 1 Lou Zhen 1,2 Yang Jingyu 11 (Nanjing University of Science and Technology,Nanjing210094) 2 (CVIC SE Co.Ltd.,Jinan250014);Handwritten Digit Recognition Based on Contour and Statistic Feature[J];Computer Engineering and Applications;2004-09
7 LOU Zhen HU Zhong Shan YANG Jing Yu (Department of Computer Science, Nanjing University of Science and Technology, Nanjing 210094) LIU Ke SUEN C.Y. (Center of Pattern Recognition and Machine Intelligence, Concordia University, Montreal Canada);HANDWRITTEN NUMERALS RECOGNITION BASED ON SEGMENTED CONTOUR FEATURE[J];CHINESE JOURNAL OF COMPUTERS;1999-10
8 ZHANG Yun Gang ZHANG Chang Shui (Institute of Information Processing, Department of Automation, Tsinghua University, Beijing 100084);SegmentingCharacters of License Plate by Hough Transformation and the Prior Knowledge[J];Chinese Journal of Computers;2004-01
9 LOU Zhen JIN Zhong YANG Jing Yu(Department of Computer Science, Nanjing University of Science & Technology, Nanjing 210014);A Novel Approach to Estimate Posterior Probabilities by Class Conditional Confidence Transformations[J];Chinese Journal of Computers;2005-01
10 Gao Qingji, Wang Xiaohua, Zhao Weiping (Automatic Control Department, North East China Institute of Electric Power, Jilin, 132012);THE SEGMENTATION OF NUMERICAL CHARACTERS WITH DEFORMITY AND CONGLUTINATION[J];Pattern Recognition and Artificial Intelligence;2000-01
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