Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Highway and Transportation Research and Development》 2005-11
Add to Favorite Get Latest Update

One New Algorithm of Automatic Classification for Pavement Distress

XIAO Wang-xin~(1,3),ZHANG Xue~2,HUANG Wei~3,YAN Xin-ping~1(1.ITS Research Center,WUT,Hubei Wuhan 430063,China;2.Department of Computer Science & Engineering,of Jiaying University,Guangdong Meizhou 514015,China;3.ITS Research Center of Southeast University,Jiangsu Nanjing 210096,China)  
Automatic pavement surface distress survey system based on image processing and pattern recognition has become the hotspot.In this paper,classification of pavement surface distress and the statistics of the distress data are discussed.In order to improve the accuracy and efficiency to identify the pavement surface distress by the image information,a new algorithm based on DENSITY FACTOR is put forward,in which pavement surface image is divided into sub-image of 40×40 pixels.Comparisons through simulation are made of the results between of the new algorithm and PROXIMITY algorithm which was the best algorithm among the three algorithms in latest reference[2].The results show that the new algorithm is effective and better than PROXIMITY algorithm.
【CateGory Index】: U416.2
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 8 Hits
1 LIU Xiao-rui,XIE Xiong-yao(Tongji University,Tunneling and Underground Structure Engineering,Shanghai 200092,China);Rapid Crack Inspection of Tunnel Surface Based on Image Processing[J];Chinese Journal of Underground Space and Engineering;2009-S2
2 Wang Donghao,Guan Qiang(Traffic Information and Communication Centre of Heilongjiang Province(Northeast Forestry University),Harbin 150040,P.R.China);Algorithm for Automatic Identification of Pavement Depression by Datum Plane Fitting Method[J];Journal of Northeast Forestry University;2009-06
3 SUN Bo-cheng1,QIU Yan-jun2 (1.Emei Branch of Southwest Jiaotong University,Emeishan Sichuan 614202,China;2.School of Civil Engineering,Southwest Jiaotong University,Chengdu Sichuan 610031,China);Pavement Crack Diseases Recognition Based on Image Processing Algorithm[J];Journal of Highway and Transportation Research and Development;2008-02
4 OUYANG Yan1,CHEN Xian-qiao1,CHU Xiu-min21.Computer Science and Technology College,Wuhan University of Technology,Wuhan 430060,China 2.Engineering Research Center of Transportation Safety,Ministry of Education,Wuhan University of Technology,Wuhan 430060,China;Research on fuzzy-enchancement algorithm of road damaged image[J];Computer Engineering and Applications;2010-10
5 LIANG Shi-qing1,SUN Bo-cheng2,3,QIU Yan-jun3(1.Xiangfan University,Xiangfan 441053,Hubei,China;2.Southwest Jiaotong University E'mei Campus,E'mei 614202,Sichuan,China;3.College of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China);Algorithm Research for Pavement Crack Recognition Based on Mathematic Morphology[J];Subgrade Engineering;2010-01
6 MENG Jing;GAO Xiao-ding;CHEN Gang;Institute of Electrical and Mechanical Engineering,Xi'an Polytechnic University;Institute of Electrical and Mechanical,Zhejiang Textile Vocational Technology College;;Trajectory tracking of mobile robot under discontinuous stretch[J];Journal of Mechanical & Electrical Engineering;2015-07
7 Wang Rui;Qi Taiyue;Zhu Xin;Li Tao;MOE Key Laboratory of Transportation Tunnel Engineering,Southwest Jiaotong University;;Study on Tunnel Crack Detection Based on Image Processing[J];Railway Standard Design;2014-10
8 WANG Rui;QI Taiyue;LEI Bo;LI Yang;ZHU Xin;Key Laboratory of Transportation Tunnel Engineering,Ministry of Education,Southwest Jiaotong University;School of Civil Engineering,Southwest Jiaotong University;Guangzhou Metro Design and Research Institute Co.,Ltd.;;CHARACTERISTIC EXTRACTION OF CRACKS OF TUNNEL LINING[J];Chinese Journal of Rock Mechanics and Engineering;2015-06
【Citations】
Chinese Journal Full-text Database 4 Hits
1 WANG Rong ben, WANG Chao, CHU Xiu min (College of Transportation,Jilin University,Changchun 130025,China);Developments of Research on Road Pavement Surface Distress Image Recognition[J];Journal of Jilin University of Technology;2002-04
2 XIAO Wang-xin1,3 ZHANG Xue2 HUANG Wei3 1.Department of Computer Science & Engineering, Jiaying University, MeiZhou 514015, Guangdong, China 2.Department of Computer Science & Engineering; 3.ITS Research Center; Southeast University, Nanjing 210096, China;Simulating Comparison among Three Algorithms about the Auto-Recognition of Pavement Distress[J];Journal of Fransportation Engineering and Information;2004-03
3 CHU Xiumin, WANG Rongben,CHU Jiangwei,WANG Chao (School of Transportation, Jilin University, Changchun 130025, China);Study of asphalt pavement surface distress image segmentation[J];China Journal of Highway and Transport;2003-03
4 CHU Jiang-wei, CHU Xiu-min, WANG Rong-ben, SHI Su-ming (Transportation College, Jilin University, Changchun 130025);Research on Asphalt Pavement Surface Distress Image Feature Extraction Method[J];Journal of Image and Graphics;2003-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIAO Li;On Approach of Pavement Crack of Line Shape Automatic Recognition and Measurement[J];Bulletin of Surveying and Mapping;2012-07
2 XU Meifang,WANG Haoquan,GUI Zhiguo(School of Information and Communication Engineering,North University of China,Taiyuan 030051,China);Surface Crack Extraction Based on Statistical Properties[J];Journal of Test and Measurement Technology;2010-02
3 LU Bin-bin LIU Guo-hai (Jiangsu University,Zhenjiang 212013,Jiangsu,China);Recognition of Porcelain Bottles Crack Types Based on Neural Network[J];Electrical Measurement & Instrumentation;2006-12
4 TANG Lei,ZHAO Chun-xia,WANG Hong-nan,HU Yong(Nanjing University of Science and Technology,Nanjing Jiangsu 210094,China);Detection and Classification of Pavement Surface Cracks Based on Image Analysis[J];Journal of Engineering Graphics;2008-03
5 ZHANG Juan 1,GAO Huai-gang 2,SHA Ai-min 1,SUN Zhao-yun 3 (1. School of Highway,Chang'an University,Xi'an 710064,China;2. Xi'an Electronic Engineering Research Institute,Xi'an 710100,China;3. School of Information Engineering,Chang'an University, Xi'an 710064,China);Discussion About Some Problems of System Development for Pavement Crack Automatic Recognition[J];Highway;2004-06
6 LI Qingquan1,3,HU Qingwu2(1.State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan Hubei 430079,China;2.School of Remote Sensing and Information Engineering,Wuhan University,Wuhan Hubei 430079,China;3.Transportation Research Center,Wuhan University,Wuhan Hubei 430079,China);A Pavement Crack Image Analysis Approach Based on Automatic Image Dodging[J];Journal of Highway and Transportation Research and Development;2010-04
7 YU Yongbo1,2,LI Wanheng2,ZHANG Jinquan2,NIE Jianguo1(1.Tsinghua University,Beijing 100084,China;2.Research Institute of Highway,Ministry of Transport,Beijing 100088,China);Bridge Cracks Extraction Method Based on Image Connected Domain[J];Journal of Highway and Transportation Research and Development;2011-07
8 Lü Yan,QU Shiru(School of Automation,Northwestern Polytechnical University,Xi'an Shaanxi 710129,China);An Algorithm of Pavement Crack Image Registration and Mosaic Based on SIFT Algorithm[J];Journal of Highway and Transportation Research and Development;2012-02
9 XIAO Wang-xin, ZHANG Xue;Application of Wavelet Neural Network to Pavement Damage Identification based on Image Imformation[J];Technocogy of Highway and Transport;2005-04
10 ZHANG Xiu-hua1,HONG Han-yu1,HOU Jia 1,JING Gen-qiang2(1.Laboratory of Image Processing and Intelligent Control,Wuhan University of Technology,Wuhan 430074,China;2.Beijing Xingtong Lianhua Technology Co.,LTD,Beijing 100085,China);Research on real-time detection method for pavement surface distress image[J];Electronic Design Engineering;2009-06
China Proceedings of conference Full-text Database 2 Hits
1 Yang Gang Fan Yun Li Xinkui (Dalian Maritime Univ.,Dalian 116026,China);Emulate simulation of the reflecting crack growth in the Pavement[A];[C];2007
2 Yang Hao~1 Yuan Haiwen~1 Peng Qin~2 Wu Xincheng~2 (1.School of Automation Science and Electrical Engineering,Beihang University,Beijing; 2 The Xinjiang Production and Construction Corps Research Institute of Highway);Study on Automatic Asphalt Pavement Crack Detection based on Undirected Graph[A];[C];2010
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LIU Xiao-rui,XIE Xiong-yao(Tongji University,Tunneling and Underground Structure Engineering,Shanghai 200092,China);Rapid Crack Inspection of Tunnel Surface Based on Image Processing[J];Chinese Journal of Underground Space and Engineering;2009-S2
2 JI Gang 1,HAN Feng qing 1,TANG Lun ke 2 (1.Information Department,Chongqing Institute of Technology,Chongqing 400050,China; 2.No.59 Institute of the China Ordnance Industry,Chongqing 400039,China) [;The Research for Recognizing Algorithm of Image Pattern on Corrosion Character of Electrodeposited Coating[J];Surface Technology;2001-03
3 JIANG Zhi-qiang(Collage of Computer Science and Technology, Jilin University, Changchun 130026,China);Some questions in the applications research of fractaland analyse of its present situation and foreground[J];Journal of Changchun Post and Telecommunication Institute;2004-01
4 WEI Jin-xiang,WANG Hua-zhang,HE Xiao-hai(College of Electronic Information,SCU,Chengdu 610064,China);Image segmentation based on fuzzy C-means clustering and mathematical morphology[J];Journal of Chengdu University of Information Technology;2008-06
5 SUN Bo-cheng1,QIU Yan-jun2(1.Emei Branch of Southwest Jiaotong University,Emei Sichuan 614202,China; 2.Southwest Jiao tong University,Chengdu Sichuan 610031,China);Pavement Cracks Identification Using Image Technology[J];Journal of Chongqing Jiaotong University(Natural Science);2008-01
6 SUN Bo-cheng1,2,QIU Yan-jun1,LIANG Shi-qing3 (1. School of Civil Engineering,Southwest Jiaotong University,Sichuan Chengdu 610031,China; 2. Emei Campus of Southwest Jiaotong University,Sichuan Emei 614202,China; 3. Xiangfan Institute,Hubei Xiangfan 441023,China);Cracking Recognition of Pavement Surface Based on Wavelet Technology[J];Journal of Chongqing Jiaotong University(Natural Science);2010-01
7 Liang Zhi-yong Long Li-fang Huang Shi-bin;Distress Detection of Asphalt Pavement Surface Based on Digital Image Processing[J];Chongqing Architecture;2009-01
8 XU Meifang,WANG Haoquan,GUI Zhiguo(School of Information and Communication Engineering,North University of China,Taiyuan 030051,China);Surface Crack Extraction Based on Statistical Properties[J];Journal of Test and Measurement Technology;2010-02
9 ;Study of Pavement Distress[J];Northeastern Highway;2002-02
10 ;Development of Research on Pavement Distress Automatic Inspection Based on Image Identify[J];Northeastern Highway;2002-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Xiao-rui,XIE Xiong-yao(Tongji University,Tunneling and Underground Structure Engineering,Shanghai 200092,China);Rapid Crack Inspection of Tunnel Surface Based on Image Processing[J];Chinese Journal of Underground Space and Engineering;2009-S2
2 ZHANG Chun-yu,CAI Lei,LI Bin,WANG Qi (Key Laboratory of Intelligent Transport Systems Technologies,Research Institute of Highway,Ministry of Communications,Beijing 100088,China);Texture Image Retrieval Based on Local Texture Statistical Model[J];Journal of Highway and Transportation Research and Development;2008-11
3 YE Guiru1,ZHOU Qingsong1,LIN Xiaowei2(1.College of Civil engineering and Architecture,Zhejiang University,Hangzhou Zhejiang 310058,China;2.Fuzhou Road Bureau,Fuzhou Fujian 324100,China);Measurement of Surface Crack Width Based on Digital Image Processing[J];Journal of Highway and Transportation Research and Development;2010-02
4 YU Yongbo1,2,LI Wanheng2,ZHANG Jinquan2,NIE Jianguo1(1.Tsinghua University,Beijing 100084,China;2.Research Institute of Highway,Ministry of Transport,Beijing 100088,China);Bridge Cracks Extraction Method Based on Image Connected Domain[J];Journal of Highway and Transportation Research and Development;2011-07
5 YUAN Chenghai1,SANG Yunlong2,YANG Liujia3(1.Jiangxi Transport Consultation Company,Nanchang Jiangxi 330008,China;2.Tongji University,Shanghai 200092,China; 3.Jiangxi Traffic Engineering Corporation,Nanchang Jiangxi 330003,China);Pre-warning System of Slope Deformation Based on Subpixel Centre Detection Algorithm[J];Journal of Highway and Transportation Research and Development;2011-12
6 RONG Jing1,2,PAN Yuli2(1.School of Transportation,Southeast University,Nanjing Jiangsu 210096,China; 2.Research Institute of Highway,Ministry of Transport,Beijing 100088,China);Digital Image Based Crack Detection of Grooved Cement Concrete Pavement[J];Journal of Highway and Transportation Research and Development;2012-03
7 ZHANG Xiu-hua1,HONG Han-yu1,HOU Jia 1,JING Gen-qiang2(1.Laboratory of Image Processing and Intelligent Control,Wuhan University of Technology,Wuhan 430074,China;2.Beijing Xingtong Lianhua Technology Co.,LTD,Beijing 100085,China);Research on real-time detection method for pavement surface distress image[J];Electronic Design Engineering;2009-06
8 ;Edge-detection of Road Situation Image Based on Fuzzy and Genetic Algorithm[J];Industrial Control Computer;2012-04
9 XIAO Feng1,LIU Xing2,ZHANG Ya-li1,ZHANG Xuan1(1.Civil Engineering College,Chongqing University,Chongqing,400045,China; 2.Key Laboratory of New Technology for Construction of Cities in Mountain Area,Ministry of Education,Chongqing University,Chongiqng,400030,China);Research on the Construction Crack Measurement Based on Digital Image Processing Technology[J];Beijing Surveying and Mapping;2012-05
10 Gong Li;Yu Tao;;Study on Application of Compressed Sensing in Recognition of Tunnel Fault[J];Urban Roads Bridges & Flood Control;2013-10
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 XIONG He?jin (Wuhan Transportation University, Hubei Wuhan 430063, China);Neural Network Diagnostic Methods for Road Surface Distress[J];Journal of Highway and Transportation Reseach andk Development;2001-01
2 WANG Rong ben, WANG Chao, CHU Xiu min (College of Transportation,Jilin University,Changchun 130025,China);Developments of Research on Road Pavement Surface Distress Image Recognition[J];Journal of Jilin University of Technology;2002-04
3 XIAO Wang-xin1,3 ZHANG Xue2 HUANG Wei3 1.Department of Computer Science & Engineering, Jiaying University, MeiZhou 514015, Guangdong, China 2.Department of computer science & Engineering, Southeast University, Nanjing 210096, China 3.ITS Research Center, Southeast University, Nanjing 210096, China;A New Method for DistressAutomation Recognition of Pavement Surface Based on Density Factor and Image Processing[J];Journal of Fransportation Engineering and Information;2004-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved