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《Computer Engineering》 2008-23
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Texture Image Recognition Algorithm Based on Contourlet Characteristic Modification

SHANG Zheng-guo,ZHAO Chun-hui,LIU Jin-mei(College of Information & Communication Engineering,Harbin Engineering University,Harbin 150001)  
This paper proposes an algorithm based on Contourlet characteristic modification,which extracts the characteristics in different resolution with different methods,adjusts them by statistical analysis,and deals with the feature vectors by Support Vector Machines(SVM).Compared with the existing transforms including Ridgelet,Wavelet and Wavelet package,the method consistently yields the best overall performance in recognition veracity rate,especially when the images are interfered by intensive noise.
【Fund】: 国家自然科学基金资助项目(60672034);; 高等学校博士学科点基金资助项目(20060217021);; 黑龙江省自然科学基金资助项目(ZJG0606-01)
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 2 Hits
1 HOU Tie-bing1,2,DING Jie1,3(1.College of Electrical and information Enginteering,Hunan University,Changsha 410082,China;2.He bi Professional Technology Institute,Hebi 458030,China;3.Shangqiu Vocational and Technical College,Shangqiu 476000,China;);Based on contourlet transformation imagery processing[J];Information & Communications;2009-04
2 LI Zhong-hai,LI Nan-nan(School of Automation,Shenyang Institute of Aeronautical Engineering,Shenyang Liaoning 110136,China);Unmanned aerial vehicle landing point recognition based on natural landform image[J];Journal of Computer Applications;2010-04
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Liu Zhuofu, Sang Enfang (Harbin Engineering University, Harbin 150001, China);Selection and Comparison of Wavelet Bases in Sonar Image Recognition[J];Electronic Engineer;2004-01
【Co-citations】
Chinese Journal Full-text Database 1 Hits
1 Zhao Chun-hui,Ma Mei-zhen,Shang Zheng-guo (College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China);Sonar image recognition based on lifting scheme and fractal dimension[J];Technical Acoustics;2007-05
China Proceedings of conference Full-text Database 1 Hits
1 Zhao Chun-hui Ma Mei-zhen Shang Zheng-guo (College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China);Sonar image recognition based on lifting scheme and fractal dimension[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 DING Lan(College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Multifocus Image Fusion Based on Contorlet Transform[J];Computer Knowledge and Technology;2008-34
2 ZHANG Yi,CHENG Li-zhi(Colleage of Science,National Univ.of Defense Technology,Changsha 410073,China);A New Method of Linear Feature Detection Based on Beamlet Transform[J];Video Engineering;2007-01
3 YANG Xiao-hui,JIAO Li-cheng,LI Wei(Institute of Intelligent Information Processing,Xidian University,Xi'an,Shaanxi 710071,China);Second Generation Bandelets Based Image Denoising[J];Acta Electronica Sinica;2006-11
4 LI Guang-xin,WANG Ke(College of Communications Engineering,Jilin University,Changchun,Jilin 130025,China);Color Image Fusion Algorithm Using the Contourlet Transform[J];Acta Electronica Sinica;2007-01
5 Sha Yu-heng Cong Lin Hou Biao Jiao Li-cheng (Key Laboratory for Radar Signal Processing and Institute of Intelligent Information Processing, Xidian University, Xi’an 710071, China);Image Fusion Based on the Anisotropic Texture Information[J];Journal of Electronics & Information Technology;2007-03
6 XIONG Guang-zhi,FENG Da-yi,YANG Bai-yu,QU Ma-lin (The Department of Applied Mathematics and Physics,Air Force Engineering University,Xi’an 710051,China );Contour Recognition Using Sector-projection-wavelet-descriptor[J];Opto-Electronic Engineering;2008-05
7 HAN Yu1,GE Qing-ping1,ZHANG Cun-lin1,ZHANG Liang-liang2 1.Capital Normal University,Beijing 100037,China 2.Beijing Institute of Technology,Beijing 100081,China;THz image recognition based on wavelet transform[J];Computer Engineering and Applications;2008-02
8 Guo Yizheng~1 Chen Jianmei~1 Song Yuqing~1 Zhu Yuquan~1 Lu Hu~2 ~1(Department of Computer Science and Telecommunications Engineering,Jiangsu University,Zhenjiang 212013,Jiangsu,China) ~2(School of Electronics and Information,Jiangsu University of Science and Technology,Zhenjiang 212003,Jiangsu,China);ON GABOR WAVELET TEXTURE FEATURE OF LIVER IMAGE[J];Computer Applications and Software;2008-11
9 ZHOU Xian-zhong1, SHI Ying-chun 2,3, WANG Tao2 (1. School of Engineering and Management, Nanjng University , Nanjing 210093, China; 2. Department of Automation, NUST, Nanjing 210094, China; 3. Simulation Center, Wuhan Institute of Communication Command, Wuhan 430010, China);TV Symbol Recognition Based on Weighted Hu Invariant Moments in HSV Colour Space[J];Journal of Nanjing University of Science and Technology;2005-03
10 HUANG Chuan-bo,SHAO Jie,WAN Ming-hua,JIN ZhongDepartment of Computer Science,Nanjing University of Science and Technology,Nanjing 210094,China;Image retrieval using contourlet transform[J];Computer Engineering and Applications;2009-03
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 HU Min 1,CHEN Qiang-hong 2(1.Computer Science College,Sichuan University,Chengdu SC 610064,China;2.Institute of Structural Mechanics, CAEP, Mianyang SC 621900,China);Selection and Comparison of Four Typical Wavelet Bases in the Multiresolution Analysis[J];Microcomputer Development;2002-03
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