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《Bulletin of Surveying and Mapping》 2012-08
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Research on PolSAR Image Classification Based on SSVM Algorithm and Texture Feature Introducion

LIU Limin,YU Jie,YAN Qin,LIU Zhenyu,ZHU Teng  
【Fund】: 国家863计划(2011AA120404);; 武汉大学博士基金(201121302020006)
【CateGory Index】: TN957.52
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 HU Zhao ling 1,2 ,GUO Da zhi 1,ZHANG Hai rong 1 (1. GIS Lab., Xuzhou Normal University, Xuzhou 221116, China; 2. Institute of Surveying and Geomatics Engineering,China University of Mining and Technology,Xuzhou 221008, China);Data Fusion between Satellite SAR Image and TM Image Based on Wavelet Textural Information[J];Acta Geodaetica Et Cartographic Sinica;2002-04
2 YUAN Yu Bo 1) YAN Jie 2) XU Cheng Xian 2) 1) (Faculty of Applied Mathematical, University of Electronic Science and Technology of China, Chengdu 610054) 2) (Faculty of Science, Xi′an Jiaotong University, Xi′an 710049);Polynomial Smooth Support Vector Machine(PSSVM)[J];Chinese Journal of Computers;2005-01
3 WANG Yang1,2,LU Jia-guo1,ZHANG Chang-yao1 (1.The 38th Research Institute of CETC,Hefei Anhui 230031,China; 2.Key Laboratory of Intelligent Computing & Signal Processing of Ministry of Education, Anhui University,Heifei Anhui 230039,China);Classification of Polarimetric SAR Image Based on SVM[J];Radio Engineering of China;2007-04
4 ZHOU Xiao-guang KUANG Gang-yao WAN Jian-wei (College of Electronic Science and Engineering,National Univ.of Defense Technology,Changsha 410073);A Review of Polarimetric SAR Image Classification[J];Signal Processing;2008-05
5 WU Wan-lan PI Yi-ming HE Qiang (School of Electronic Engineering,University of Electronic Science and Technology of China,chengdu 610054);Classification of Fully Polarimetric SAR Image Using AdaBoost Algorithm[J];Signal Processing;2009-10
6 WU Yong-hui,JI Ke-feng,YU Wen-xian(College of Electronics Science and Engineering,National University of Defense Technology,Hunan Changsha 410073,China);Comparison of Classification Performance of Full-,Dual- and Single-Polarization SAR Images Using SVM[J];Journal of Remote Sensing;2008-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHENG Hong-yu,HE Rui-chan(Department of Mathematics,Northwest University,Xi'an 710069,China);A Novel High-order Smoothing Function for Support Vector Machine[J];Journal of Chongqing Institute of Technology(Natural Science);2009-12
2 ZHANG Hai-long~1,JIANG Jian-jun~1,WU Hong-an~1,XIE xiu-ping~2(1.The College of Geographical Science,Nanjing Normal University,Nanjing 210097,China;2.Institute of Earth Environment,Chinese Academy of Sciences,Xi'an 710075,China);The BP Neural Network Classification Based on the Fusion of SAR and TM Images[J];Acta Geodaetica et Cartographica Sinica;2006-03
3 LUO Huanmin1,CHENG Jian2,LI Ming1(1.Institute of Geo-spatial Information Science and Technology,University ofElectronic Science and Technology of China,Chengdu 610054,China;2.School of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054,China);SAR and TM Remote Sensing Image Fusion Based on ARSIS Concept[J];Journal of Test and Measurement Technology;2010-04
4 XIONG Jin-zhi WANG Bin Software College,Dongguan University of Technology,Dongguan 523808,China; HU Jin-lian Department of Electronic Engineering,Dongguan University of Technology,Dongguan 523808,China;On Probability of Newton-Preconditioned Conjugate Gradient for Solving Smooth Support Vector Machines[J];Journal of Dongguan University of Technology;2007-03
5 HU Jin-lian (Department of Electronic Engineering, Dongguan University of Technology, Dongguan 523808, China);On Relationship between Smoothness and Approximation of Support Vector Machine[J];Journal of Dongguan University of Technology;2008-01
6 TU Wen-gen~(1,2) XIONG Jin-zhi~2 (1.School of Computer Science ft Engineering,South China University of Technology,Guangzhou 510006,China; 2.Engineering & Technology Institute,Dongguan University of Technology,Dongguan 523808,China);Overview of Smooth Support Vector Machine[J];Journal of Dongguan University of Technology;2009-03
7 LIU Qun-feng XIONG Jin-zhi(College of Computer,Dongguan University of Technology,Dongguan 523808,China);Newton-Hermite Interpolation and the Smoothing of the Positive Function[J];Journal of Dongguan University of Technology;2011-01
8 HE Hai-jiang1 and CHEN Shu2 (1. Department of Computer Science and Technology,Changsha University Changsha 410003; 2. School of Information Science and Engineering,Central South University Changsha 410083);Extraction of Blog Post Summarization by Using Ranking SVM[J];Journal of University of Electronic Science and Technology of China;2010-04
9 XIONG Jin-zhi,HU Jin-lian,YUAN Hua-qiang,HU Tian-ming,LI Guang-ming(Software College,Dongguan University of Technology.Dongguan,Guangdong 523106,China);Research on a New Class of Functions for Smoothing Support Vector Machines[J];Acta Electronica Sinica;2007-02
10 Luo Linkai, Lin Chengde, Peng Hong ,Zhou Qifeng Department of Automation Xiamen University China 361005;A Modified Newton-Armijo Algorithm for Polynomial Smooth Support Vector Machine[J];国际系统与控制(英文版);2007-01
China Proceedings of conference Full-text Database 2 Hits
1 Liu Pei1, Du Peijun1, Liu Sicong1, Wang Guangyan2, (1. Key Laboratory for Land Environment and Disaster Monitoring of SBSM, China University of Mining and Technology, Xuzhou City Jiangsu Province, 221116; 2. Jiang Su Province Engineering and Surveying Institute, Yangzhou City Jiangsu Province, 225002);Active and passive remote sensing image fusion, evaluation and analysis[A];[C];2010
2 Xuefei Liu, Linlin Lu Information Engineering Department Environmental Management College of China Qinhuangdao, China;A Weighting Threshold Optimization Method in Speech Recognition[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 LIU Xiu-qing 1,2,YANG Ru-liang 1(1.Institute of Electronics,Chinese Academy of Sciences,Beijing 100080,China;2.The National Key Laboratory of microwave Imaging Technology,Beijing 100080,China;3.Graduate School,Chinese Academy of Sciences,Beijing 100039,China);The Iteration Classification Method and Experiment Study Based on Unsupervised Classification of Fully Polarimetric SAR Image[J];Acta Electronica Sinica;2004-12
2 Liu Guoqing Xiong Hong Huang Shunji (College of E. E., Univ. of Electron. Sci. and Tech. of China, Chengdu 610054);AUTOMATIC MULTIRESOLUTION CLASSIFICATION OF POLARIMETRIC SAR IMAGE WITH WAVELET TRANSFORM AND MARKOV RANDOM FIELD[J];;2000-03
3 TU Cheng-Sheng~(1,2) LU Yu-Chang~2 (Dept. of Computer Science,Chong Qing Three Gorges College,ChongQing 404000)~1 (Computer Science and Technology Dept.,Tsing Hua University The State Key Laboratory of Intelligent Technology and System,Beijing 100084)~2;The Theory Base of Boosting[J];Computer Science;2004-10
4 NI Xin-qiang,CHEN Qi,ZHANG Ping(Institute of Electronics,Chinese Academy of Sciences,Beijing 100080);Automatic SAR Image Classification Based on AdaBoost[J];Computer Engineering;2008-01
5 ZHANG Ling (Laboratory of Intelligent Computing & Signal Processing, Institute of Artificial Intelligence, Anhui University, Hefei 230039) (State Key Laboratory of Intelligent Technology & Systems, Tsinghua University, Beijing 100084);The Relationship Between Kernel Functions Based SVM and Three-Layer Feedforward Neural Networks[J];Chinese Journal of Computers;2002-07
6 ZHOU Hong-ying1,LIN Qi-zhong1,WU Yun-zhao1,WANG Qin-jun2 (1.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;2.China Remote Sensing Satellite Ground Station,Chinese Academy of Sciences,Beijing 100086,China);Application of combining classifier based on AdaBoost to remote sensing classification[J];Application Research of Computers;2007-10
7 ZHANG Xuegong (Dept.of Automation,Tsinghua University,Beijing 100084) (State Key Laboratory of Intelligent Technology and Systems of China);INTRODUCTION TO STATISTICAL LEARNING THEORY AND SUPPORT VECTOR MACHINES[J];;2000-01
8 LIU An-pei, DU Xiao-jing, YANG Hua (Haidian District Post Box No.5128, Beijing, China);A K-means Remote Sensing Image Classification Method Based on AdaBoost[J];Journal of Beijing Electronic Science and Technology Institute;2007-04
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