Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Optical Technique》 2005-03
Add to Favorite Get Latest Update

Study of edge detection method for noise-involved weak object based on stationary wavelet transform

ZHAO Dan-pei, WANG Yan-jie, LI Gui-ju(Department of Image Processing, Changchun Institute of Opitcs, Fine Mechanics and Physics, Changchun130031, China)  
A multi_scale method to detect image edges based on local modulus maxima of stationary wavelet transform was proposed for blurred image, low contrast image and Gauss noise_added image. The multi_scale edge detection effect of quadratic B_spline wavelet is validated. Throught the simulation, the three methods of local modulus maxima on wavelet were compared for capability of detection effect, anti_noise capacity and computation quantity. The contradiction between the edge detection precision and noise restraining ability was well resolved by applying a new method of adaptive threshold according to various backgrounds. This method can not only restrain noises but also extract the edge of weak object in allusion to low contrast image seriously polluted by noise. Experiments proved that this method with quadratic B_spline wavelet can effectively eliminate noise and accurately etract weak edge, resolved the problem of object detection for noise_invovlved image whose contrast is as low as 3%.
【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 GAO Yue,ZHAO Danpei,JIANG Zhiguo(School of Astronautics, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);A Denoising Method Based on Wavelet for Image of Space[J];Chinese Journal of Electron Devices;2009-03
【Citations】
Chinese Journal Full-text Database 10 Hits
1 Xie Mei,Ma Zheng (University of Electronic Science and Technology of China,Chengdu 610054);Research of Edge Detection for B Spline Wavelet[J];ACTA ELECTRONICA SINICA;1999-01
2 XU Ji-you, ZHU Qi-xiang (Institute of Optics and Electronics,Chinese Academy of Sciences,Chengdu 610209,China);An Investigation for Application of Wavelet Transform to Space Target Tracking[J];OPTO-ELECTRONIC ENGINEERING;2000-05
3 GONG Wu peng,WANG Yong zhong,LI Quan (Laboratory 204, National University of Defense Technology, Changsha 410073 China);Multiscale Edge Detection on Images Using B-spline Wavelets[J];INFRARED TECHNOLOGY;2000-04
4 ZHANG Xue ,XIAO Wang xin ,WU Jian ,WU Bin (1. Southwest University of Science and Technology, SiChuan MianYang 621002,China; 2. Southeast University, JiangSu NanJing 210096,China; 3. Southeast University, JiangSu NanJing 210096,China);Adaptive Thresholds Edge Detection for Image Based on Wavelet Transform[J];Infrared Technology;2003-01
5 GAO Qing Wei ①② , LI Bin ①, XIE Guang Jun ①, and ZHUANG Zhen Quan ① ①(Department of Electronic Science and Technology, University of Science and Technology of China, Hefei 230026) ②(Department of Automation, Anhui University, Hefei 230039);AN IMAGE DE-NOISING METHOD BASED ON STATIONARY WAVELET TRANSFORM[J];Journal of Computer Research and Development;2002-12
6 GUO Wei wei, HUANG Xian wu, GE Yi min (Department of Communication and Electronic Engineering, Suzhou University, Suzhou Jiangsu 215021, China);A METHOD FOR OUTLINE DETECTION OF IMAGE WITH NOISE BASED ON SPLINE WAVELET[J];Computer Applications;2001-10
7 JIA TIANXU,,ZHENG NANNING ,ZHANG YUANLIANG(Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an 710049);CENTER B SPLINE DYADIC WAVELETMULTISCALE EDGE DETECTION[J];Acta Automatica Sinica;1998-02
8 Chen Dong Wang Yan Zhou Dawei Cui Youzhi (Harbin Institute of Technology, 150001) (The Sixth Research Institute of Air Force);Using Multiscale Wavelet Transform for Edge Detection[J];COMPUTER ENGINEERING AND DESIGN;1998-02
9 CHANG Hui, HU Rong-xiang Postgraduate; School of Automation, WUT, Wuhan 430070, China.;Image Edge Detection Based on B-spline Wavelets[J];Journal of Wuhan Automotive Polytechnic University;2002-03
10 LIU Hong bing,YANG Wan hai,MA Jian hong (School of Electronic Engineering, Xidian Univ., Xi′an 710071, China);Research on two kinds of threshold in image edge extraction based on wavelet[J];JOUNAL OF XIDIAN UNIVERSITY;2000-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Li-rong, ZHANG Gui-lin (Institute of Pattern Recognition & Artifical Intelligence, Huazhong University of Science & Technology, Wuhan 430071, China);Small Target Detection Based on Wavelet Transform[J];Ordnance Industry Automation;2004-06
2 TANG Jing-lei, CAI Yong, LIN Mao-song (College of Computer Science, Southwestern University of Science & Technology, Mianyang 621010, China);Method of Image Edge Detection Based on Wavelet Transformation[J];Ordnance Industry Automation;2005-06
3 Luo Qiang Ren Qingli Yang Wanhai (Xidian University, xi'an,710025) (Xi'an Jiaotong University * );APPLICATION OF WAVELET TRANSFORM IN RADIO FUSE[J];Acta Armamentarii;2003-02
4 PAN Yang-yu(1,3),LI Dong-bo1,YANG Hui2 (1.School of Mechanical Engineering,Nanjing University of Science and Technology,Nanjing 210094,Jiansu,China;2.Artillery Institute Nanjing Branch,Nanjing 211132,Jiangsu,China;3.Huaian Institute of Information and Technology,Huaian 223003,Jiangsu,China);Research on Curved Surface Reconstruction and Decomposition with Uniform B-spline Wavelet[J];Acta Armamentarii;2007-03
5 WANG Ji-xiang1,2,LIU Gui-zhong1,LIU Guang-jian2,GAO Xiang-dong2(1.School of Electronics and Information Engineering,Xi'an Jiaotong University,Xi'an 710049,Shaanxi,China;2.Unit 63880,PLA,Luoyang 471003,Henan,China);Evaluation of Speech Quality Based on Wavelet Spectrum Distortion Measure[J];Acta Armamentarii;2008-01
6 LU Sihua,SHI Ping,WANG Huiming (Information Engineering School,Communication University of China,Beijing 100024);The Application of Wavelet Modulus Maximum Algorithm in Image Edge Detection[J];Journal of Beijing Broadcasting Institute;2005-01
7 ZHANG Hong, CHEN Wen-kaiCollege of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100022, China;A Method of Image Recognition Based on Wavelet Moment[J];Journal of Beijing Polytechnic University;2004-04
8 CHEN Zhixin,XU Jinwu,YANG DebinSchool of Mechanical Engineering,University of Science and Technology Beijing,Beijing 100083,China;Design and application of Hilbert transform pairs of wavelet bases[J];Journal of University of Science and Technology Beijing;2008-04
9 REN Ming-rong,LIU Xing-qiao,CHEN Jia-bin,ZHANG Chang-jiang,XIE Ling,XU Jian-hua(Department of Automatic Control,School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Wavelet Denoising for a Strapdown North Finder[J];Journal of Beijing Institute of Technology;2004-07
10 TANG Fu-hua~1,GUO Yin-jing~2,YANG Yang~1,\ KANG Jing-li~1 (1.School of Mechatronics Engineering, Beijing Institute of Technology, Beijing100081, China; 2.College of Information and Electronic Engineering, Shandong University of Science and Technology, Qingdao, Shandong266510, China);Study of Pulse Signal Based on Wavelet Transform Modulus Maxima[J];Journal of Beijing Institute of Technology;2005-06
China Proceedings of conference Full-text Database 10 Hits
1 ZHANG Chang-jiang WANG Xiao-dong ZHANG Hao-ran FENG Hua-jun College of Information Science and Engineering,Zhejiang Normal University,Jinhua 321004,China;A New Algorithm to Detect Edge for Infrared Image Based on Two-dimension Continuous Wavelet Transform[A];[C];2005
2 Jin WU Yang LIU Chengyun LIU Wei CHEN Yimin LIU College of Information Sci.& Engineer.,Wuhan Univ.of Sci.& Technol.,Wuhan,Heping Road 947#,China,430081;Adaptive MR Image Denoising Based on Stationary Wavelet Transform[A];[C];2005
3 Zhao Zhenlei~①,Geng Zexun~②,Wang Lan~③,Yan Zhaochan~④①②③(Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052)③(Troops 69027,Urumqi 830042)④(Troops 61363,Xi'an 710054);A New Adaptive Recursive LPA-ICI Algorithm for Image Denoising[A];[C];2009
4 Jiang Xiaoyue Zhao Rongchun The Department of Computer Science & Engineering Northwestern Polytechnical University, Xi'an, 710072;Applying the B-Spline Wavelet in Edge Detection[A];[C];2002
5 LI Wan-she REN Jun-wei (College of Mathematics and Information Science,Shanxi Normal University,Xi'an 710062,China);An Improving Optimal Choice Method for Orthogonal Wavelet Basis[A];[C];2007
6 LI Liang-he, DING Yan (School of Mechanics and Electronics, Beijing Institute of Technology, Beijing 100081, China);A small target detection algorithm based on wavelet analysis[A];[C];2006
7 GUO Xiao-xuan,LI Wan-she (College of Mathematics and Information Science,Shanxi Normal University,Xi'an 710062,China);Frame Theory Applied in Signal Reconstruction[A];[C];2006
8 Hao Hui, Wang Nanhua(Beijing Institute of Control Engineering, Beijing, 100080);Research on the Application of Wavelet Analysis in GNC Subsystem Fault Diagnosis of Manned Spaceship[A];[C];2005
9 FANG Zhou, ZHANG Jun-an (School of Mech. & Elec. Eng., Xi'an inst of Tech, Xi'an 710032);Inspection of displacement of barycenter by wavelet analysis[A];[C];2004
10 wangxiao~1 yinzhongke~2 wangjianying~3 yangzhen~4 Southwest Jiaotong University,Sichuan Chengdu 610031;Signal separation algorithm based on application the basis pursuit[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 He Hao miao 1 Huang Xiong bin 1 Xiao Shi xin 1 Xu De gang 2 Zhou Hong yan 2 Zhao Qiang 2 (1 College of Chemical Engineering,Beijing University of Chemical Technology, Beijing 100029, China; 2 Daqing EOR Equipment Corporation, Heilongjiang Saertu 163453, China);Choice of static mixers for the third oil extraction[J];Journal of Beijing University of Chemical Technology;2004-04
2 GONG Bin ZHANG Jing ZHANG ChunMei WU JianHua (College of Mechanical Engineering,Shenyang Institute of Chemical Technology,Shenyang Liaoning 110142,China);Effect of incorporating assemblies of twist elements on the flow field in a static mixer[J];Journal of Beijing University of Chemical Technology(Natural Science Edition);2008-03
3 ZHAO Qiu-yue,ZHANG Ting-an,CAO Xiao-chang,JIANG Xiao-li (School of Materials & Metallurgy,Northeastern University,Shenyang 110004,China.);RTD Curves of Tubular Reactor with Stirrer[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-02
4 SUN Huai-yu~1, XU Cheng-hai~1, WU Yuan~2(1. School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, China. 2. School of Chemical & Pharmacy Engineering, Wuhan Institute of Technology, Wuhan 430037, China. );Analysis of Pressure Fluctuation Signal in Submerged Circulative Impinging Stream Reactor with Wavelets Transform[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-11
5 ZHAO Dan-pei,WANG Yan-jie,LI GUI-ju(Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China);The Study of Optimizing DSP Source Code Based on Assembly Language[J];Journal of Electron Devices;2004-03
6 LI Xue-kui,HAO Zhi-hang,LI Jie,ZHOU Guo-hui(Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China);The Research on the Method of the Star's Position Determination of the Star Sensor[J];Journal of Electron Devices;2004-04
7 PENG Jia-xiong; ZHOU Wen-lin(Institute of Pattern Recongition and Artificial Intelligence,Huazhong Univesity of science and Technology,Wuhan 430074, China );Infrared Background Suppression for Segmenting and Detecting Small Target[J];ACTA ELECTRONICA SINICA;1999-12
8 XIONG Hui-lin; ZHANG Tian-xu (Institute for Parrten Recognition and Atificial Interlligence ,HUST Wuhan 430074 China);An Adaptive Wavelet Transform with Translation and Scale Invariance[J];ACTA ELECTRONICA SINICA;2000-01
9 Xie Mei,Ma Zheng (University of Electronic Science and Technology of China,Chengdu 610054);Research of Edge Detection for B Spline Wavelet[J];ACTA ELECTRONICA SINICA;1999-01
10 ZHAO Gui bing 1,LI Tian duo 2, YANG Yong rong 1,WANG Feng yan 2 (1. Department of Chemical Engineering, Zhejiang University,Zhejiang,Hangzhou,310027; 2.Department of Light Chemical Engineering,Shandong Institute of Light Industr;Analyzing Components of Pressure Fluctuation in Gas solid Fluidized Bed[J];China Powder Science and Technology;2001-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Liu Guizhong;Feng Yiling;Zong Tao(School of Electronic & Information Engineering, Xi' an Jiaotong University,Xi'an 710049);Spline Multiresolution Analysis[J];ACTA ELECTRONICA SINICA;1996-07
2 Xu Jiyou, Zhu Qixiang (Institute of Optics and Electronics, Chinese Academy of Sciences,Chengdu,610209);The Application of Wavelet Transform to Image Edge Extracting[J];OPTO-ELECTRONIC ENGINEERING;1998-04
3 Tu Dan Shen Jianjun Shen Zhenkang (Department of Electronic Technology, NUDT, Changsha, 410073);The Application of Wavelet Thresholding Method in Image De Noise[J];JOURNAL OF NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY;1999-02
4 Zhu Zimin (Dept. of Optoelectronics Eng. , HUST , Wuhan 430074 , China);A Comparisoa between Two Methods of Edge Detection[J];JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY;1997-04
5 Zhong Sheng; Shi Qingyun and Cheng Minde(Department of Mathematics, Peking Uniwnity, Beijing 100871)(The Center of Information Science, Peking Universit Beijing 100871 )(State Key Laboratory on Machine Percoption, Pcing University, Beijing 100871 );AN IMPROVED STEREO CORRESPONDENCE ALGORITHM BASED ON WAVELET TRANSFORM[J];JOURNAL OF SOFTWARE;1994-08
6 Wei Limei Zhang Yongrui Xie Weixin Cheng Xiangjun (School of Electronic Engineering, Xidian Univ., Xian, 710071);Improvement of the edge detector for human face recognition[J];JOUNAL OF XIDIAN UNIVERSITY;1998-02
7 Yang Xuan Liang Dequn (School of Electronics and Information Engineering, Xian Jiaotong Univ., Xian, 710049);Research on effective scale of B spine wavelet in edge detection[J];JOUNAL OF XIDIAN UNIVERSITY;1998-02
8 Liu Shuguang;Liu Mingyuan;He Yue (Northwest Textile Institute of science and Technology (Xi'an Jiaotong Jaotong University);Checking on the Quality of Gauge Panel Based on Wavelet Analysis[J];SIGNAL PROCESSING;1999-03
9 Liu Shuguang Liu Mingyuan He Yue (Xi’an Institute of Science and technology) (XI’an Jiaotong University);On B-spline Wavalet Edge Detection Based on Canny Criteria[J];Signal Processing;2001-05
10 Peng Yuhua (Shandong University of Technology, Jinan 250061);Image Smoothing Method Based on Discrete Orthogonal Wavelet Transform[J];JOURNAL OF IMAGE AND GRAPHICS;1999-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved