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《Journal of Electronics & Information Technology》 2007-12
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Texture Image Segmentation Based on Gabor Wavelet Using Active Contours Without Edges

Wang Kai-bin Yu Bian-zhang Zhao Jian Li Hai-ning Xie Hong-mei(Department of Electronic Engineering,Northwestern Polytechnical University,Xi’an 710072,China)  
Texture is often divided into lots of isolate areas when a texture image is segmented.This paper develops a new method for texture image segmentation.It uses Gabor wavelet to extract texture features,and then Chan and Vese model is employed to segment a texture image.Compared to other texture segmentation methods using Chan and Vese models,the proposed method has two advantages.First,by combining the gray levels of pixels and texture information of an image,this method can be used for segmentation of a texture image or a none-texture image.Second,the hierarchical method proposed in this paper can avoid the problem due to the choice of initial conditions.The segmentation tests for remote sensing and natural texture images prove the proposed segmentation method is accurate and efficient.
【Fund】: 西北工业大学种子基金(Z200538);; 国家部级基金资助课题
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 2 Hits
1 Liu Guo-jun①② Feng Xiang-chu① Zhang Xuan-de① ① (School of Science, Xidian University, Xi,an 710071, China) ② (School of Mathematics and Computer Science, Ningxia University, Yinchuan 750021, China);Threshold Algorithm of Texture Images with Wave Atoms[J];Journal of Electronics & Information Technology;2009-08
2 WANG Ke-gang Institute of Application Mathematics,Ankang University,Ankang,Shaanxi 725000,China;Color-texture segmentation method for color image based on KFCM[J];Computer Engineering and Applications;2009-14
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Zhang Lifei Wang Dongfeng Shi Yonggang Zou Mouyan (Institute of Electronics, Chinese Academy of Sciences, Beijing 100080, China);A SURVEY OF IMAGE SEGMENTATION TECHNIQUES USING DEFORMABLE MODELS[J];Journal of Electronics and Information Technology;2003-03
2 LI Jun YANG Xin SHI Peng-Fei(Institute of Image Processing & Pattern Recognition, Shanghai Jiaotong University, Shanghai 200030);A Fast Level Set Approach to Image Segmentation Based on Mumford-Shah Model[J];Chinese Journal of Computers;2002-11
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Li Juntao Zhang Hai Fan Yuezu(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Multiple moving objects segmentation algorithm in complex traffic scene[J];Journal of Beijing University of Aeronautics and Astronautics;2006-03
2 ZHOU Zhen, MA Binrong College of Biomedical Engineering Capital University of Medical Sciences,Beijing 100069;Brain MR image segmentation by unifying level set and region growth[J];Beijing Biomedical Engineering;2007-01
3 ZHOU Zhen1 TONG Longzheng1 LI Ning1 YU Chunshui21 Biomedical Engineering College,Capital University of Medical Sciences,Beijing 100069;2 Xuanwu Hospital,Capital University of Medical Sciences,Beijing 100053;Bias Field Correction and Segmentation in MR Image of Patients with Alzheimer's Disease[J];Beijing Biomedical Engineering;2009-01
4 LIU Chunhong1,2 ZHU Shouping2 ZHOU Zhen3 WANG Ying31 Department of MRI,Fuxing Hospital,Capital University of Medical Science,Beijing 100038;2 Institute of Automation,Chinese Academy of Sciences,Beijing 100080;3 Capital Medical University,Beijing 100069;MR Image Segmentation of Cerebral Infarction Patients[J];Beijing Biomedical Engineering;2009-03
5 CHEN Hong1,DONG Wen-ming2,CHEN Jie3(1.Chongqing College of Electronic Engineering,Chongqing 401331,China;2.Chongqing Institute of Communication, Chongqing 400035,China;3.The Quality & Technology Supervision Bureau of Changshou,Chongqing 401220,China);Image Segmentation Based on Mumfold-Shah Model[J];Journal of Chongqing Institute of Technology(Natural Science);2009-04
6 LI Shou-tao1,CHEN Hao1,ZHU Rui-hui,LI Xiao-mao2,1.Institute of Applied Electronics,China Academy of Engineering Physics,Mianyang 621900,China 2.Chinese Academy Of Science,Beijing 100049,China;Application of CV Active Contour in Weld Defects Detection[J];Computerized Tomography Theory and Applications;2008-04
7 YU Xue-gang LI Yan (Huai-an College of Information Technology, Huaian 223001);The Processing Techniques of Digital Image[J];Journal of Changzhou Institute of Technology;2003-04
8 ZHANG Yu ZHA Yu-fei (Engineering College of Air Force Engineering University,Xi'an 710038,China);Moving Objects Tracking Region-Based Curve Evolution[J];Journal of Projectiles,Rockets,Missiles and Guidance;2005-SC
9 CAO Zong-jie, PANG Ling-li, and PI Yi-ming (School of Electronic Engineering, University of Electronic Science and Technology of China Chengdu 610054);A Level Set SAR Image Segmentation Method with Combined Region and Edge Information[J];Journal of University of Electronic Science and Technology of China;2008-03
10 LIU Xiu-ping*,CHANG Xian-tang,LI Zhi-long(Department of Applied Mathematics,Dalian University of Technology,Dalian 116024,China);A variational level set method of image segmentation based on boundary and region information[J];Journal of Dalian University of Technology;2008-05
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 JIAO Li-cheng,TAN Shan (National Key Lab for Radar Signal Processing and Institute of Intelligent Information Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of Image Multiscale Geometric Analysis[J];Acta Electronica Sinica;2003-S1
2 BO Hua,MA Fu-long,JIAO Li-cheng (Department of Automatization,Xidian University,Xi'an,Shaanxi 710071,China);Research on Computation of GLCM of Image Texture[J];Acta Electronica Sinica;2006-01
3 HU Zheng-ping1,2,ZHANG Ye1(1.Department of Communication and Electronic Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China;2.Department of Information Engineering Harbin Institute of Technology Harbin,Heilongjiang 150001,China);Improved Mumford-Shah Active Contour Image Segmentation Based on Support Vector Machine Energy Representation[J];Acta Electronica Sinica;2006-05
4 CHEN Yang,WANG Run-sheng(ATR National Lab,School of Electronic Science and Engineering,National University of Defense Technology,Changsha,Hunan 410073,China);A Method for Texture Classification by Integrating Gabor Filters and ICA[J];Acta Electronica Sinica;2007-02
5 Zhang Lifei Wang Dongfeng Shi Yonggang Zou Mouyan (Institute of Electronics, Chinese Academy of Sciences, Beijing 100080, China);A SURVEY OF IMAGE SEGMENTATION TECHNIQUES USING DEFORMABLE MODELS[J];Journal of Electronics and Information Technology;2003-03
6 Han Ping Wu Renbiao Wang Zhaohua Wang Yunhong (Institute of Electronic Information Eng., Tianjin University, Tianjin 300072, China) (Inst. of Comm. and Signal Proc., Civil Aviation Univ. of China, Tianjin 300300, China) (Nat. Key Lab of Pattern Recognition, Inst. of Automation, CAS, Beijing 100080, China);SAR AUTOMATIC TARGET RECOGNITION BASED ON KPCA CRITERION[J];Journal of Electronics and Information Technology;2003-10
7 WANG Xiao-fang,YAN Guang-rong,LEI Yi ( College of Mechanical Eng. & Auto,Beijing University of Aeronautics & Astronautics,Beijing 100083,China );Complex Variable Function Model of Color Image and Its Edge Detection[J];Opto-Electronic Engineering;2008-02
8 HONG Qing-qi,WANG Bei-zhan,SHI Liang,DONG Huai-lin,CHEN Bing (School of Software,Xiamen University,Xiamen 361005,China);Image Retrieval Based on Two-dimensional Histogram Information Entropy[J];Journal of Guangxi Normal University(Natural Science Edition);2007-04
9 Liu Fang Wang Tao Zhou Dengwen(Department of Computer Science and Technology,Tsinghua University,Beijing100084);Image Retrieval Based on Color-Space2D Histogram[J];Computer Engineering and Applications;2002-12
10 SHANG Yan,LIAN Qiu-sheng Department of Electronics and Communication,Yanshan University,Qinhuangdao,Hebei 066004,China;Rotation invariant texture classification algorithm based on Log-Polar and DT-CWT[J];Computer Engineering and Applications;2007-11
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