Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Data Acquisition and Processing》 2011-01
Add to Favorite Get Latest Update

New Adaptive Differential Operator for Edge Detection

L Meng,Su Hongqi,Liu Qichun,Zhu Ran(School of Mechanical Electronic and Information Engineering,China University of Mining and Technology(Beijing),Beijing,100083,China)  
A new differential operator is proposed for edge detection based on Taylor expansion to calculate intensity difference of the image along horizontal and vertical orientations.Compared with classical first-order or second-order differential operators,its gradient magnitude calculation is more accurate,thus improving the situation in which few weak edges are detected and their approximation to the image is poor.Then,a threshold is calculated based on Otsu method from the gradient magnitude histogram,thus a new adaptive differential operator is obtained.Simulation results show that the new operator can automatically detect edges.Moreover,compared with the classical ones,it finds more weak edges especially for those images with low contrast,and has good approximation for curves and can be applied to those images with rich details such as face image.In addition,the advantages of new operator are also confirmed when it is applied to Canny detector,thus the edge detection accuracy and the efficiency are improved.
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 6 Hits
1 DIAO Lu-Hong~ 1),2),3) YU Bin~ 4) LI Hua~ 1),2) ~ 1) (National Center of Computing Technology, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080) ~ 2) (Key Laboratory of Intelligent Information Processing,Institute of Computing Technology,Chinese Academy of Sciences,Beijing100080) ~ 3) (Graduate University of Chinese Academy of Sciences, Beijing 100049) ~ 4) (Institute of Optoelectronics, Shenzhen University, Shenzhen 518600);A Novel Linear Edge Detector Derived from Fresnel Diffraction Mode[J];Chinese Journal of Computers;2006-12
2 ZOU Fu-hui,LI Zhong-ke(Fourth Department,Second Artillery Engineering College,Xi'an Shaanxi 710025,China);Performance comparison of image edge detection algorithms[J];Journal of Computer Applications;2008-S1
3 FU Yu-fang~1,WU Guang-zhao~1,LI Ji-jun~2 (1.Computer Center,Zhejiang University,Hangzhou Zhejiang 310058,China;2.College of Computer Science,Zhejiang University,Hangzhou Zhejiang 310027,China);Algorithm for Edge Detection Based on Fast Weighting Gradient Operator[J];Application Research of Computers;2004-11
4 Yang Lijun Wang Yan Han Xiaoming Zhang Bingcai (College of the Electric engineering ,Yanshan University,Qinhuangdao 066004 ,China) (The Railway Transportation Branch Co. , Qinhuangdao Port Group Co. Ltd. , Qinhuangdao 066000 ,China);New approach for edge detection based on fractional derivative[J];Chinese Journal of Scientific Instrument;2006-S3
5 WANG Yu sheng, PU Jia jun, CHEN Chun (Department of computer science, Zhejiang University, Hangzhou 310027);An Edge Detection Algorithm Based on Integral Transform[J];Journal of Image and Graphics;2002-02
6 CAI Chao, DING Ming-yue, ZHOU Cheng-ping, ZHANG Tian-xu (State Education Commission Key Lab for Image Processing and Intelligent Control Institute for Pattern Recognition and Artificial Intelligence Huazhong University of Science and Technology, Wuhan 430074);Composite Edge Detector Based on Multi-wavelet Operator[J];Journal of Image and Graphics;2004-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 OUYANG Xin-yu,ZHAO Nan-nan,SONG Lei,XIE Yuan-dan(School of Electronic and Information Engineering,Anshan Institute of I.& S.Technology,Anshan 114044,China);Survey on Image Segmentation[J];Journal of Anshan Institute of Iron and Steel Technology;2002-05
2 YE Run-qing1,NIU Rui-qing1,ZHANG Liang-pei21.Institute of Geophysics and Geomatics,China University of Geosciences,Wuhan 430074,China2.State Key Laboratory of Information Engineering in Survey,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;Mineral Features Extraction and Analysis Based on Multiresolution Segmentation of Petrographic Images[J];Journal of Jilin University(Earth Science Edition);2011-04
3 QIU Zu-rong,WANG Ying,HU Wen-chuan(School of Precision Instrument and Optical Electronics Engineering,Tianjin University,Tianjin 300072,China);Application of edge detection in scale angle vision measurement[J];Transducer and Microsystem Technologies;2009-11
4 LI Ran(School of Electronic and Communication Engineering,North China Electric Power University,Baoding 071003,China);Image Segmentation Based on Rough Set Theory[J];Computer Knowledge and Technology;2011-10
5 LI Ran(School of Electronic and Communication Engineering,North China Electric Power University,Baoding 071003,China);Image Segmentation Based on Improved Watershed Algorithm[J];Computer Knowledge and Technology;2011-16
6 Li Shuai,Lu Rongsheng,Shi Yanqiong,Liu Ning,Li Nannan School of Instrmentation Science and Opto-electronic Engineering,Hefei University of Techology,Hefei 23009,China;Sub-pixel Edge Detection Algorithm Based on Gauss Surface Fitting[J];Tool Engineering;2011-07
7 ;Shape Matching and Feature Recognition of Image in Melting Point Detection of Iron Ore[J];Industrial Control Computer;2010-06
8 CHEN Fang-han,WANG Wen-sheng,YANG Kun,GUO Fei(Laboratory of contemporary Optical Measure Technology,Changchun University of Science and Technology,Changchun 130022,China);Detection and Recognition of Infrared Target Based on the Multiwavelet Transform[J];Acta Photonica Sinica;2011-02
9 WANG Su-li,ZHENG Xiao-dong(Department of Computer Science and Application,Zhengzhou Institute of Aeronautic Industry Management,Zhengzhou 450015,China);Segmentation algorithm for photos based on outer outline of the main body[J];Information Technology;2006-09
10 BAI Ting-ting, DENG Cai-xia, GENG Ying (School of Applied Science,Harbin University of Science and Technology,Harbin 150080,China);Image Edge Detection Based on Wavelet Transform and Canny Operator[J];Journal of Harbin University of Science and Technology;2010-01
China Proceedings of conference Full-text Database 2 Hits
1 Yuan Peixin Sun Lina (School of Mechanical Engineering and Automation,Northeastern University,Shenyang 110004,China);Identify flaws of the radiograph based on image processing[A];[C];2007
2 Kuang Caiyuan Liu Guolian (College of material engineering Soochow University Suzhou 215021 China);Application of Silhouette Extraction from Human Body Image on Measurement in Apparel Industry[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 ;Study on Edge Detection Technique in Image Processing[J];Computer Development & Applications;2002-10
2 ;A Study on Edge Detection Algorithm Based on Lifting Scheme[J];Computer Science;2001-12
3 WAN Li,YI Ang,FU Ming(ChangSha Communications University,DeptOf Computer Engineering,ChangSha 410076);An Improved Edge-Detection Method Based On Canny Algorithm[J];Computing Technology and Automation;2003-01
4 L*B Jun-bai (Department of Computer Science, Huaqiao University, Quanzhou Fujian 362011, China);AN ALGORITHM FOR EDGE EXTRACTION BASED ON FAST KIRSCH AND THE PROBABILITY OF BEING TRUE EDGES[J];Computer Applications;2001-02
5 WEI Lin,HU Rong qiang (Institute of Electricity & Communication, Wuhan University of Science & Technology, Wuhan Hubei 430070,China);The Automatic Inspection System of Capsule Product Based on BP Neural Network[J];Application Research of Computers;2002-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved