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《Journal of Northeast Forestry University》 2005-05
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Comparative Study on the Denoising Methods of TM Images for Forest Regions

Wang Lihai, Zhao Zhengyong(North-east Forestry University, Harbin 150040, P. R. China)  
The mathematics foundations of some denoising methods were analyzed, and 5 disnoising methods, namely, high pass filter, statistics filter, enhanced adaptive filter, mean-smoothness filter, and median filter, were employed to dispose TM images of the study area with comparative experimentations based on the actual data from Wangqing Forestry Bureau, Jilin Province. Moreover, Filtering Index (FI), Edge Keeping Factor (T) and Peak-value Signal Noise Ratio (PSNR) were taken as the evaluation indexes, and the comparative analysis on the experimental results was made. Results indicate that the effects of statistics filter (D=1) and enhanced adaptive filter on TM images denoising in forestry regions are better.
【Fund】: 国家“十五”攻关课题(2001BA510B07-02)资助。
【CateGory Index】: S771.3
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【References】
Chinese Journal Full-text Database 2 Hits
1 LI Wei-zheng,LI Jian-hua,PENG Shi-kui,SHE Guang-hui(College of Forest Resources and Environment Nanjing Forestry University,Nanjing 210037,China);Application of vector median filtering in TM image processing of forestry[J];Journal of Nanjing Forestry University(Natural Sciences Edition);2008-02
2 HAN Xiao-yong,ZHANG Hai-jun(School of Environmental Science and Tourism,Nanyang Normal University,Nanyang 473061,China);A method of striping removal noise from the CBERS-02 satellite CCD image[J];Journal of Nanyang Normal University;2009-03
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Tang Lingli; Jiang Ping; Dai Changda (Remote Sensing Satellite Ground Station CAS) Thomas J. Jackson(USDA/ARS Hydrology Lab USA);Evaluation of Smoothing Filters Suppressing Speckle Noise on SAR Images[J];;1996-03
2 DU Pei jun ( Institute of Surveying and Spatial Information Engineering, CUMT, Xuzhou, Jiangsu 221008, China );Research on Filtering of RADARSAT Images[J];Journal of China University of Mining & Technology;2002-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Zhiyong~(①②), ZHANG Jingxian~②, HUANG Guoman~②(①Shandong University of Science and Technology,Shangdong, Taian 271019;②Chinese Academy of Surveying and Mapping,Beijing 100039,China);The research of speckle reduction for SAR images[J];Science of Surveying and Mapping;2004-06
2 CAO Yin-xuan,ZHANG Ji-xian,YAN Qin,ZHAO Zheng(Chinese Academy of Surveying and Mapping,Beijing 100039,China);The application of RADARSAT image in dynamic landuse monitoring[J];Science of Surveying and Mapping;2005-04
3 ZHENG Wei①②,LIU Chuang①,CAO Yun-gang①③,HUANG Da-peng①(①Global Change Information and Research Center,Institute of Geographical Sciences and Natural Resources Research,CAS,Beijing 100101;②Graduate University of Chinese Academy of Sciences,Beijing 100039;③Southwest Jiaotong University,School of Civil Engineering,Chengdu 610031);Extracting the flood inundated area based on Asar and TM image[J];Science of Surveying and Mapping;2007-05
4 WEN Yan ①②,DING Jian-li①②③,Tashpolat·TIYIP①②(① College of Resource and Environment Sciences,Xinjiang University,Urumqi 830046,China;② Key laboratory of the oasis ecology of Xinjiang University,Urumqi 830046,China;③ Post Doctoral Laboratory of Theoretical Economics,Xinjiang University Urumqi,Xinjiang 830046,China);Noise removing method based on à trous wavelet transform for SAR image[J];Science of Surveying and Mapping;2009-01
5 DOU Jian-fang,CHEN Ying,WENG Yu-kun;Automatic Water Body Extraction from SAR Images Based on Sequence Non-linear Filter[J];Bulletin of Surveying and Mapping;2008-09
6 Hong Shunying+{1)},Shen Xuhui+{1)},Chen Zhengwei+{1)} and Chen Lizhe+{2)} 1)Intitute of Earthquake Prediction,CEA,Beijing100036 2)University of Houston,USA;NOISE REMOVING METHOD BASED ON WAVELET TRANSFORM FOR SAR IMAGE[J];Crustal Deformation and Earthquake;2005-02
7 DU Pei-jun~1,SUN Dun-xin~2,LIN Hui~3(1.China University of Mining and Technology,Xuzhou 221008,China;2.Xuzhou Hongwei Company of Surveying and Mapping,Xuzhou 221008,China;3.Xuzhou Normal University,Xuzhou 221009,China);THE IMPACT OF WINDOW SIZE UPON SAR IMAGE FILTERING[J];Remote Sensing for Land & Resources;2006-02
8 WANG Xiao~1,XIA Chuan-hao~2 (1. School of Computer and Information, Hefei University of Technology, Hefei 230009, China; 2. The 38th Research Institute of Electronics, China Electronics Technology Group Corporation, Hefei 230031, China);An improved speckle reduction algorithm of SAR images[J];Journal of Hefei University of Technology(Natural Science);2005-05
9 WU Bao-kui~~(1),FAN Su-feng~2 (1.Dept.of Mechanical and Electronic Engineering,Luohe Vocational and Technical College,Luohe 462002,China;2.Dept.of Computer,Luohe Vocational and Technical College,Luohe 462002,China);Evaluation of performance of deblurring of SAR images based on wavelet transform[J];Journal of Hefei University of Technology(Natural Science);2006-03
10 ;基于SAR图像的海洋溢油提取方法研究[J];Heilongjiang Science and Technology Information;2008-22
China Proceedings of conference Full-text Database 1 Hits
1 LING Fei long, WANG Xiao qin, CHEN Yun zhi ( Spatial Information Research Center of Fujian Province, Fuzhou 350003, China);Evaluation and Study of Speckle Reduction Effect of SAR Images ——Taking the Fujian Coastal Zone as an Example[A];[C];2003
【Co-references】
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 Wang Wenyu~1,Li Bo~2(1.School of Geomatics and Urban Information,Beijing 100044;2.School of Geography and Remote Sensing,Beijing Normal University,Beijing 100875);Auto-identify Classification Technology Adopted to High-resolution Remote Sensing Image by eCognition Software[J];Journal of Beijing Institute of Civil Engineering and Architecture;2006-04
3 LI Chun-gan 1,2; LI Chong-gui3; JING Hai-tao4. 1 Guangxi Forestry Surveying and Planning Institute, Nanning, 530011, P. R. China; 2 Forestry College of Guangxi University, Nanning, 530001, P. R. China; 3 Shenzhen Polytechnic, 518055, P. R. China; 4 College of Resources and Environment,Beijing Forestry University, 100083, P. R. China.;Automatic combination of forest subcompartment polygons.[J];Journal of Beijing Forestry University;2005-01
4 WANG Yu, WANG Cheng, LIU Ji-ping (Huazhong University of Sci. & Tech.,Wuhan 430074,P.R.China);A Mathematical Morphological Algorithm for Edge Detection in Remotely Sensed Image[J];Journal of Chongqing University of Posts and Telecommunications;2003-02
5 WANG Ming-chang 1,2 ,XING Li-xin2,LU Feng-jun1,PAN Jun2,MENG Tao2,LIU Zhi-hui3 (1.Institute of Mineral Rcsources Appraisal of syntnetic Information, Jilin University, Changchun 130026, China; 2.College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China; 3.Exploration Academy of CNSPC Northeastern Oil Bureau,Changchun 130062,China);The Two Dimensions Multilevel Mean Filter for Eliminating Random Noises of Remote Sensing Image[J];Journal of Jiling University (Earth Science Edition);2004-S1
6 LU Peng,LIU Cai,LIU Wang-song,XING Li-xin,LIU Yang,WANG Dian(College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China);The Application of the Median Filter in the Remote Sensing Image Processing[J];Journal of Jiling University (Earth Science Edition);2005-S1
7 YANG Chang-bao~1,DING Ji-hong~21.College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China2.Center of Computer Commonality Teaching,Jilin University,Changchun 130026,China;Study of Object-Oriented Based Remote Sensing Image Classification[J];Journal of Jilin University(Earth Science Edition);2006-04
8 ZOU Xu-xing, XIE Ming-yuan(Dept. of Electronic Engineering, CUIT, Chengdu 610225, China);Edge and feature extraction of satellite image[J];Journal of Chengdu University of Information Technology;2006-S1
9 LIU Ze-hui,HUANG Pei-zhi(Shenzhen University, Shenzhen,518060,China);Derivation of skeleton line from topographic map with DEM data[J];Science of Surveying and Mapping;2003-04
10 ZHAI Hui-qin(Corps 68029, Lanzhou Gansu 730020, China );A new algorithm for water area extracting from the remote sensing image based on morphologic method[J];Science of Surveying and Mapping;2006-01
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YAN Ying ZHOU Yin qing LI Chun sheng CHEN Jie (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);A System on Speckle Reduction and Quality Evaluation of Spaceborne SAR Images in IDL[J];Journal of Beijing University of Aeronautics and Astronautics;2001-05
2 YANG Shou yi, LUO Wei xiong (Dept. of Electronics Engineering, Beijing Institute of Technology, Beijing100081, China);A Method of Objectively Assessing Image Quality Based on High Order Statistics[J];Journal of Beijing Institute of Technology;2001-05
3 TANG Zhi Wei, WANG Yun feng, WANG Jian guo, HUANG Shun ji (Department of Electrical Engineering, UESTC, Chengdou 610054, China);The identifying of typical target on the SAR image[J];CHINESE JOURNAL OF RADIO SCIENCE;2000-01
4 Wang Jianguo;Yang Jinhao;Hu ng Shunji(Dept of Applied Math ,Depe of Electronic Eng,UEST of China Chengdu 610054);A New Speckle Filtering Algorithm for SAR Images[J];;1995-05
5 LI Chun sheng,YAN Ying,CHEN Jie,HUANG Yan,ZHOU Yin qing(Dept.of Electronic Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Speckle Reduction for High Resolution One Look Spaceborne SAR Images[J];ACTA ELECTRONICA SINICA;2000-03
6 Cai Jing; Yang Jinsheng; Ding Runtao(School of Electronic Information Engineering,Tianjin University);CLASSIFIED AVERAGE-WEIGHTED MEDIAN HYBRID FILTER[J];Journal of Tianjin University;1999-05
7 Xu Xin; Liao Mingsheng; Zhu Pan; Pu Fangling (School of Photoelectric Engineering, WTUSM, 129 Luoyu Road, Wuhan, China, 430079);Research on Speckle Filtering of Single-look SAR Image[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1999-04
8 Fang Shenghui Shu Ning Wu Zhaocong (School of Information Engineering, WTUSM, 129 Luoyu Road, Wuhan, China, 430079);The Study of Noise Reduction for SAR Image[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1998-03
9 QU Chang wen 1 HE You 2 GONG Sheng guang 1 (1 Naval Engineering University Wuhan 430033) (2 Naval Aeronautical Engineering Academy Yantai 264001);A Survey of Airborne SAR Development[J];Modern Radar;2002-01
10 Li Qiang and Wang Zhengzhi National University of Defense Technology, Changsha 410073;The Wavelet Based Synthetic Technology of Denoising and Data Compression of SAR Image[J];Systems Engineering and Electronics;1998-12
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