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《Geomatics and Information Science of Wuhan University》 2010-08
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An Effective Method for Targets Feature Extraction and Recognition of High Resolution SAR Images

LIU Aiping1,2 LIU Zhong1 FU Kun2 YOU Hongjian2 (1 Electronic Engineering College,Navy Engineering University,717 Jiefang Road,Wuhan 430033,China) (2 Key Laboratory of Technology in Geo-spatial Information Processing and Application System,Institute of Electronics,Chinese Academy of Sciences,19 West Sihuan Road,Haidian District,Beijing 100190,China)  
An effective method for high resolution synthetic aperture radar(SAR) images feature extraction and target recognition is presented.According to the different response characters of targets to multi-scales Gabor filters,multi-scale information and the pertinence between multi-scales are adopted to extract new multi-scale features.This new feature combines target's macroscopical and microcosmical characteristic together,that makes it easy to obtain more essential features of SAR image.Nonlinear transform that adopts kernel Fisher is more capable of describing complex patterns than linear transformation.The experimental results show the validities of this new multi-scale feature.
【Fund】: 国家自然科学基金资助项目(40871209)
【CateGory Index】: TN957.52
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Chinese Journal Full-text Database 1 Hits
1 Tong Tao1,Yang Guang1,Li Xin2,Ye Yi1,Wang Shoubiao1(1.Dept.of Special Profession,Aviation University of Air Force,Changchun 130022,China; 2.Dept.of Training,Aviation University of Air Force,Changchun 130022,China);SAR Image Classification Based on Brushlet and Self Adaptive Ridge-Wavelet Neural Network[J];兵工自动化;2012-09
Chinese Journal Full-text Database 8 Hits
1 HE Zhi-guo LU Jun KUANG Gang-yao (School of Electronic Science and Engineering,NUDT,Changsha,Hunan 410073,China);A survey on feature extraction and selection of SAR images[J];信号处理;2008-05
2 Hu Li-ping Liu Hong-wei Wu Shun-jun (National Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China);SAR Target Feature Extraction and Recognition Based on Two-Stage 2DPCA[J];电子与信息学报;2008-07
3 WANG Shi-xi,HE Zhi-guo(College of Electronic Science and Engineering,National Univ.of Defense Technology,Changsha 410073,China);The Fast Target Recognition Approach Based on PCA Features for SAR Images[J];国防科技大学学报;2008-03
4 ZHANG Xin-zheng1,HUANG Pei-kang1,2(1.Defence Key Lab of Target and Environment Electromagnetic Scattering and Radiation,Beijing 100854,China;2 The Science and Technology Committee of China Aerospace and Industry Corporation,Beijing 100830,China);Estimation of multi-scale probability density for SAR targets and its application in ATR[J];系统工程与电子技术;2008-06
5 YOU Hongjian1 FU Kun1 (1 National Key Laboratory of Microwave Imaging Technology,Institute of Electronics,Chinese Academy of Sciences,19 West Beisihuan,Beijing 100080,China);SAR Change Detection Based on Cluster Distribution Divergence[J];武汉大学学报(信息科学版);2008-05
6 LI Xiao-run1,ZHAO Guang-zhou1,ZHAO Liao-ying2(1.College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China;2.Institute of Computer Application Technology,Hangzhou Dianzi University,Hangzhou 310018,China);Improved kernel direct Fisher discriminant analysis and face recognition[J];浙江大学学报(工学版);2008-04
7 LIU Ai-ping1,ZHOU Yan1,GUAN Xin-pu2 (1.Automation Faction,Airforce Radar Academy,Wuhan 430019;2.School of Electronic Science and Engineering,National Univ.of Defense Technology,Changsha 410073);Application of Improved Active Shape Model in Face Positioning[J];计算机工程;2007-18
8 JIAO Li-Cheng SUN Qiang (Institute of Intelligent Information Processing, Xidian University, Xi′an 710071) (National Key Laboratory for Radar Signal Processing, Xidian University, Xi′an 710071);Advances and Perspective on Image Perception and Recognition in Multiscale Transform Domains[J];计算机学报;2006-02
Chinese Journal Full-text Database 10 Hits
1 LIU Ming;WU Yan;WANG Fan;ZHANG Qiang;LI Ming;School of Electronic Engineering,Xidian University;National Laboratory of Radar Signal Processing,Xidian University;;SAR Target Configuration Recognition Based on Sparse Representation[J];模式识别与人工智能;2014-07
2 HE Chu;ZHANG Yu;LIAO Ziqian;XU Xin;School of Electronic Information,Wuhan University;;Compressive Sensing Based CFAR Target Detection Algorithm for SAR Image[J];武汉大学学报(信息科学版);2014-07
3 LIU Mingxu;;Review of SAR Image Change Detection[J];地理空间信息;2014-03
4 QIN Cheng;CHEN Hua-jie;Institute of Information and Control,Hangzhou Dianzi University;;MRF segmentation algorithm for jungle areas in SAR image based on double-window textural feature[J];现代电子技术;2014-06
5 LI Liang;GONG Yan;LI Xue;WANG Kai;School of Remote Sensing and Information Engineering,Wuhan University;Institute of Seismology,China Earthquake Administration;;Change detection based on similarity measurement of object histogram using high-resolution remote sensing imagery[J];遥感学报;2014-01
6 HAN Ping;WANG Huan;Tianjin Key Lab for Advanced Signal Processing,CAUC;;Research on the Synthetic Aperture Rader Target Recognition Based on KPCA and Sparse Representation[J];信号处理;2013-12
7 Zhu Yinfang;Network and Educational Technology Center,Yichun University;;AN IMAGE DENOISING MODEL BASED ON CONTOURLET TRANSFORM AND ANISOTROPIC DIFFUSION[J];计算机应用与软件;2013-10
8 XU Ke;SONG Min;YANG Chaolin;ZHOU Peng;National Engineering Research Center for Advanced Rolling Technology, University of Science and Technology Beijing;;Application of Hidden Markov Tree Model to On-line Detection of Surface Defects for Steel Strips[J];机械工程学报;2013-22
9 Zhu Yinfang(Network and Educational Technology Center,Yichun University,Yichun 336000,Jiangxi,China);A WATERMARKING ALGORITHM INTEGRATING DISTORTION-COMPENSATED QUANTISATION AND SPREAD SPECTRUM[J];计算机应用与软件;2013-08
10 XU JinDong 1,2 , YU XianChuan 1 , HU Dan 1 , ZHANG LiBao 1 & XING HaiHua 1 1 College of Information Science and Technolgy, Beijing Normal University, Beijing 100875, China; 2 College of Physics Engineering, Qufu Normal University, Qufu 273165, China;A scheme of blind sources separation based on feedback mechanism for mixed images with noise[J];中国科学:信息科学;2013-07
Chinese Journal Full-text Database 8 Hits
1 WANG Kai,XUE Yueju,CHEN Hanming,KONG Deyun,CHEN Yao Key Lab of Key Technology on Agricultural Machine and Equipment Ministy of Education,South China Agricultural University,Guangzhou 510642,China;Prediction of carbon flux based on ridgelet network[J];计算机工程与应用;2011-34
2 WANG Zhong-ye,YANG Xiao-hui,Niu Hong-juan(School of Mathematics and Information Sciences,Henan University,Henan Kaifeng 475004,China);Texture Image Retrieval Algorithm Based on Complex Features in Brushlet Domain[J];计算机仿真;2011-05
3 ZHANG Gang-lin1,GAN Min2,DONG Xue-ping2,LIU Guang-can1(1.Department of Electronic & Communication Engineering,Changsha University,Changsha 410003,China; 2.School of Electrical Engineering and Automation,Hefei University of Technology,Hefei 230009,China);Evolving Ridgelet Neural Network and Its Application[J];武汉理工大学学报;2011-02
4 LIU Aiping1,2 LIU Zhong1 FU Kun2 YOU Hongjian2 (1 Electronic Engineering College,Navy Engineering University,717 Jiefang Road,Wuhan 430033,China) (2 Key Laboratory of Technology in Geo-spatial Information Processing and Application System,Institute of Electronics,Chinese Academy of Sciences,19 West Sihuan Road,Haidian District,Beijing 100190,China);An Effective Method for Targets Feature Extraction and Recognition of High Resolution SAR Images[J];武汉大学学报(信息科学版);2010-08
5 SUN Hui-xian,ZHANG Yu-hua,LUO Fei-lu(College of Mechatronics Engineering and Automation,National University of Defense Technology,Changsha 410073,China);A new multiresolution and rotation invariant texture descriptors[J];光电子.激光;2010-03
6 HAN Guang,ZHAO Chun-xia(College of Computer Science and Technology,Nanjing University of Science and Technology,Nanjing 210094,China);Rotation Invariant Texture Classification Based on Orientation-frequency Decomposition[J];光子学报;2010-02
7 Zhong Hua Xiao Zhu Jiao Li-cheng (Key Laboratory for Radar Signal Processing and Institute of Intelligent Information Processing,Xidian University,Xi'an 710071,China);Texture Classification Using Complex Feature of Brushlet[J];电子与信息学报;2007-10
8 YANG Shu-yuan,JIAO Li-cheng,WANG Min(Research Inst.of Intelligent Informational Processing,Xidian Univ.,Xi′an 710071,China);An adaptive ridgelet neural network model[J];西安电子科技大学学报;2005-06
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHAO Ling-jun,JIA Cheng-li,KUANG Gang-yao(School of Electronic Science and Engineering,National University of Defense Technology,Changsha 410073);Overview of Edge Detection in SAR Images[J];中国图象图形学报;2007-12
2 Zhang Xinzheng~1,Zhou Ping~1,Huang Peikang~(1,2),Chen Junwen~1,Yin Hongcheng~1(1.National Defence Key Lab of Environment Electromagnetic Scattering and Radiation,Beijing 100854,China;2.The Science and Technology Committee of ChinaAerospace and Industry Corporation,Beijing 100854,China);A new method for feature enhancement of SAR image[J];航天电子对抗;2006-04
3 JIANG Liming~(1) LIAO Mingsheng~(1) ZHANG Lu~(2) LIN Hui~(2)(1 State Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China)(2 Institute of Space and Earth Information Science,Chinese University of Hong Kong,Shatin,N.T.,Hong Kong);Change Detection in Multitemporal SAR Images Using MRF Models[J];武汉大学学报(信息科学版);2006-04
4 ZHANG Rong-Yue, NI Jiang-Qun+, HUANG Ji-Wu (Department of Electronics and Communication Engineering, SUN YAT-SEN University, Guangzhou 510275, China);A Robust Multi-Bits Image Watermarking Algorithm Based on HMM in Wavelet Domain[J];软件学报;2005-07
5 LIU Fang,LIU Wen-xue,JIAO Li-cheng (School of Computer Science and Engineering,Xidian University,Xi'an,Shaanxi 710071);Image Denoising Using Local Contextual Hidden Markov Model Based on Complex Wavelet[J];电子学报;2005-07
6 WANG Xue Lin ZHAO Shu Bin PENG Si Long (National ASIC Design and Engineering Center, Institute of Automation,Chinese Academy of Sciences, Beijing 100080);Image Restoration Based on Wavelet-Domain Hidden Markov Tree Model[J];计算机学报;2005-06
7 Liu Xun Zhang Dali (Department of Automation,Tsinghua University,Beijing 100084);Using ASM to Locate the Mark Points in CT Image Series[J];计算机工程与应用;2005-13
8 Guo Song-tao Sun Qiang Jiao Li-cheng (Institute of Intellgent Information Processing, Xidian University, Xi'an 710071, China);Remote-Sensing Image Segmentation Based on Improved Wavelet-DomainHidden Markov Models[J];电子与信息学报;2005-02
9 GAO Xiu-mei,YANG Jing-yu,YANG Jian (Department of Computer Science, Nanjing University of Science & Technology, Nanjing 210094, China);An Optimal Kernel Fisher Discriminant Analysis and Face Recognition[J];系统仿真学报;2004-12
10 SUN Wen-feng, SUN Qiang, JIAO Li-chengboratory forRadar Signal Processing, Xidian University,Xi′an 710071,China);Modified multiscale fusion combing wavelet-domain HMT modelfor remote sensing image segmentation[J];红外与激光工程;2004-05
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