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《Journal of Computer Aided Design & Computer Graphics》 2005-02
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Adaptive Median Filtering for Image Processing

Zhang Xuming 1,2) Xu Binshi 2) Dong Shiyun 2) 1)(School of Materials Science and Engineering, Shanghai Jiaotong University, Shanghai 200030) 2)(State Key Laboratory of Remanufacture Technology, Armed Force Engineering Institute, Beijing 100072)  
To overcome the drawbacks of the standard median filter, the adaptive median filter is proposed in this paper. In the algorithm, noise detection is utilized to determine impulse noise and the degree of noise interference in sub-images. Based on the degree of noise interference, window size could be selected, and the noise found in sub-images is removed by means of improved median filter. Results of computer simulation experiments on the adaptive median filter show that the method can suppress noise very effectively while preserving fine details very well and has better filtering performance than the standard median filter. It also shows a great advantage over the standard one in filtering speed.
【Fund】: 国家自然科学基金重点项目 (5 0 2 3 5 0 3 0 );; 总装备部“十五”预研项
【CateGory Index】: TN911.73
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【References】
Chinese Journal Full-text Database 10 Hits
1 LIU Xue-wen;XIAO Song;QUAN Lei;School of Telecommunications Engineering,Xidian University;;Noise Density-insensitive Random Sampling Salt and Pepper Filtering Algorithm[J];信号处理;2016-06
2 Lu Jianqiang;Wang Weixing;Hu Ziang;Shi Ying;Huang Dewei;College of Engineering,South China Agricultural University;Key Laboratory of Key Technology on Agricultural Machine and Equipment,Ministry of Education,South China Agricultural University;National Engineering Research Center for Breeding Swine Industry;;Real time defogging system used for video image of farmland based on modified dark channel prior algorithm[J];农业工程学报;2016-10
3 SHEN Jian-lei;XIA Ding-chun;School of Mathematics and Computer,Wuhan Textile University;;Research of Moving Object Detection Based on Improved Background Subtraction Method[J];通信电源技术;2016-02
4 Tian Kai;Zhang Liankuan;Xiong Meidong;Huang Zhihao;Li Jiuhao;College of Water Conservancy and Civil Engineering, South China Agricultural University;College of Mathematics and Informatics, South China Agricultural University;;Recognition of phomopsis vexans in solanum melongena based on leaf disease spot features[J];农业工程学报;2016-S1
5 GAO Zhen-qing;ZHUANG Jian-jun;Suzhou Chien-shiung Institute of Technology;Nanjing University;;Research of Image Denoising Methods Based on Parameter Self-adjusting Switch Median Filtering[J];激光杂志;2015-10
6 JING Yao-dong;BI Ru-tian;ZHOU Shu-qin;SHI Guang;College of Resource and Environment, Shan Xi Agricultural University;;Extraction of Concentrated Prime Farmland based on Grid within the Scale of County[J];中国土地科学;2015-10
7 HUANG Ling-xiao;ZHANG Xuan-de;MA Wen-tao;Ningxia University,School of Civil and Hydraulic Engineering;Ningxia University,School of Mathematics and Computer Science;;Image Denoising of Grain Pest based on Non-local Means[J];湖北农业科学;2015-19
8 Pan Tao;Wu Xiao-bo;Zhang Wei-wei;Liu Wei;Dept.of Logistics Information & Logistics Engineering,LEU;;Application of Improved Adaptive Median Filter Algorithm in Image Denoising[J];后勤工程学院学报;2015-05
9 Hu Yitan;Cao Jie;Liu Wei;College of Electronic & Information Engineering,Nanjing University of Aeronautics & Astronautics;Research Institute of Unmanned Aircraft,Nanjing University of Aeronautics & Astronautics;;Image denoising algorithm for UAV visual landing[J];计算机应用研究;2016-02
10 REN Zi-hui;ZHOU Meng-meng;GU Liang-yu;College of Information and Electrical Engineering, China University of Mining and Technology;;New Image Enhancement Algorithms of Mine Video Surveillance System[J];煤矿机械;2015-08
China Proceedings of conference Full-text Database 3 Hits
1 WANG DAN;FANG NING;School of Electronic Information Engineering , Beihang University;;An Image Matching Method Based on SIFT Algorithm[A];[C];2015
2 SHAO Jie 1,YE Ning2,RONG Yixia 1 1.College of Information Science&Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,P.R.China2.Department of Information Science,Nanjing College for Population Programme Management,Nanjing 210042,P.R.China;The Median Filtering Algorithm Based on Mass-gravity Model[A];[C];2010
3 Xiao Xiao,Ge Zhenyang,Yu Yingjie,Yi Huaifeng,Sheng Qingwei,Li Licheng(Faculty of Modern Agricultural Engineering,Kunming University of Science and Technology,Kunming 650500,China);Image processing of layer cutting of compacted root-soil of mung bean[A];[C];2011
【Citations】
Chinese Journal Full-text Database 3 Hits
1 ZHU Yu hong [WT6BZ](College of Commun.and Information Eng.,Jilin University,Changchun 130012,China);An improved median filter algorithm in digital image[J];长春邮电学院学报;2001-02
2 XING Cang ju, WANG Shou jue, DENG Hao jiang, LUO Yu jin (Artificial Neural Networks Laboratory, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083);A New Filtering Algorithm Based on Extremum and Median Value[J];中国图象图形学报;2001-06
3 LIU Jie_ping, YU Ying_lin (Dept. of Electronic and Communication Eng., South China Univ. of Tech., Guangzhou 510640, China);A Flexible Method for Image Noise Removal[J];华南理工大学学报(自然科学版);2000-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Yang;ZHANG Xin;ZHANG Tao;YANG Zhuo-dong;YANG Chen-jun;Big Data and Information Engineering College,Guizhou University;;An Adaptive Median Filter Algorithm for Preserving Image Edges[J];通信技术;2015-12
2 GAO Zhen-qing;ZHUANG Jian-jun;Suzhou Chien-shiung Institute of Technology;Nanjing University;;Research of Image Denoising Methods Based on Parameter Self-adjusting Switch Median Filtering[J];激光杂志;2015-10
3 Wang Wenhao;Gao Shangbing;Zhou Jingbo;Yan Yunyang;Faculty of Computer Engineering,Huaiyin Institute of Technology;;Research on Denoising Algorithm for Salt and Pepper Noise[J];数据采集与处理;2015-05
4 Hu Yitan;Cao Jie;Liu Wei;College of Electronic & Information Engineering,Nanjing University of Aeronautics & Astronautics;Research Institute of Unmanned Aircraft,Nanjing University of Aeronautics & Astronautics;;Image denoising algorithm for UAV visual landing[J];计算机应用研究;2016-02
5 Wang Jinfeng;Hou Dewen;Pang Le;School of Information Science and Engineering,Shandong Normal University;;AN IMPROVED MEDIAN FILTERING ALGORITHM BASED ON NOISE ITERATIVE DETECTION[J];山东师范大学学报(自然科学版);2015-02
6 LI Dandan;HOU Tao;WEI Shipeng;School of Automation and Electrical Engineering,Lanzhou Jiaotong University;The Chinese People's Liberation Army;;Image Edge Detection Method Based on Improved Canny Algorithm for Rail[J];电视技术;2015-08
7 HUA Xian-li;NI Jiang-nan;Henan Polytechnic Institute;;Study on improved adaptive median filtering algorithm[J];电子设计工程;2015-04
8 HU Rong-hua;YU Chuan-gui;HU Huan-xing;LIU Guo-ping;School of Mechanical and Electrical Engineering,Nanchang University;;Improved Adaptive Median Filtering Algorithm for Magnetic Tile Image[J];机械设计与制造;2015-02
9 Liu Huigang;Sun Jing;Zhang Fuhai;Ren Liru;Tianjin Key Laboratory for Photo-Electronic Thin Film Devices and Technology, College of Electronic Information and Optical Engineering, Nankai University;;Direction-Based Adaptive Switching Filter for Removing High-Density Impulse Noise[J];Transactions of Tianjin University;2014-06
10 XU Xianwei;DOU Yanyan;TIAN Sucheng;Information Technology Department,Nanjing Forest Police College;Department of Electrical Engineering,Nanjing Technical Vocational College;;Comparison of Different Adaptive Filter Algorithms with Noise Location Given[J];电子科技;2014-12
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CHEN Shan-shan;SONG Shu-yao;ZHAO Jing;ZHAO Chun-bo;College of Horticulture, Jilin Agricultural University;Changchun College of Science and Technology;;Advance of Researches on Breeding of Phomopsis vexans Resistant Eggplant[J];吉林农业科学;2015-03
2 CHENG Yan-he;YANG Wen-ge;Department of Optical and Electrical Equipment,Equipment Academy;;Sparsity Analysis of DS TT&C Signals via Basic Dictionary Building[J];信号处理;2015-05
3 LI Yu;ZHAO Rui-zhen;ZHANG Feng-zhen;CEN Yi-gang;Institute of Information Science,Beijing Jiaotong University;Key Laboratory of Advanced Information Science and Network Technology of Beijing(Institute of Information Science,Beijing Jiaotong University);;Adaptive Multi-scale Block Compressed Sensing Algorithm Based on Edge and Direction Estimation[J];信号处理;2015-04
4 OU Weixin;YUAN Weijin;College of Land Management,Nanjing Agricultural University;National & Local Joint Engineering Research Center for Rural Land Resources Use and Consolidation;;Priority of red-crowned crane wintering habitat patches using landscape connectivity in the Yancheng coastal wetland[J];资源科学;2015-04
5 Zhang Tiemin;Zhuang Xiaolin;College of Engineering, South China Agricultural University;;Identification and navigation system of farmland path for high-clearance vehicle based on DM642[J];农业工程学报;2015-04
6 Li Tao;Li Zhenxing;Li Zhiliang;Xu Xiaowan;Vegetable Research Institute,Guangdong Academy of Agricultural Sciences;;The Present Situation and Prospect of Researches on Phomopsis vexans in Solanum melongena[J];中国农学通报;2015-05
7 WANG Gui-jun;YANG Yong-qiang;School of Mathematics Science,Tianjin Normal University;;Algorithm Design of Fuzzy Filter Based on Salt-and-Pepper Noise with High Probability in Image Restoration[J];电子学报;2015-01
8 Wu Yuanyuan;Diao Zhihua;Wang Huidan;Zhao Mingzhen;Wei Wei;College of Electric and Information Engineering,Zhengzhou University of Light Industry;Zhengzhou Central Sub branch,People's Bank of China;;Research on Shape Feature Extraction of Crop Disease Image[J];农机化研究;2015-01
9 Wang Xianfeng;Zhang Shanwen;Wang Zhen;Zhang Qiang;Department of Engineering and Technology,Xijing University;College of Forestry,Northwest A & F University;;Recognition of cucumber diseases based on leaf image and environmental information[J];农业工程学报;2014-14
10 DANG Kui;MA Linhua;TIAN Yu;ZHANG Haiwei;RU Le;LI Xiaobei;School of Aeronautics and Astronautics Engineering,Air Force Engineering Univ.;State Key Lab.of Integrated Service Networks,Xidian Univ.;State Key Laboratory of Astronautic Dynamics;Information and Navigation College,Air Force Engineering Univ.;;Construction of the compressive sensing measurement matrix based on m sequences[J];西安电子科技大学学报;2015-02
【Secondary References】
Chinese Journal Full-text Database 4 Hits
1 LIU Shao-min;School of Information Engineering,Wuhan Technology and Business University;;Infrared small target denoising strategy based on Wavelet Transform[J];激光杂志;2016-03
2 LIN Jian;FU Ming-da;QIAO Zhi-yang;ZHOU Lin;LI Jing-yi;College of Urban and Environmental Sciences, Peking University;The Key Laboratory of Land Planning and Development, Ministry of Land and Resources;;Progress Review on Land Science Research in 2015 and Prospects for 2016: Sub-report of Land Resources and Land Use Planning[J];中国土地科学;2016-03
3 Han Baoan;Chen Rong;Department of Information Engineering,Sichuan Vocational and Technical College of Communications;Department of Architectural Engineering,Sichuan Vocational and Technical College of Communications;;Improved Median Filtering Algorithm of Undermine Video Image Based on BDND in Ridgelet Domain[J];金属矿山;2016-01
4 FENG Guang-jing;ZHU Dao-lin;LIN Jian;HU Zhen-qi;FENG Lei;ZHANG Qing-yong;LANG Hai-ou;CHEN Mei-jing;ZHONG Ji-xiang;YUN Wan-qi;ZHANG Li-xin;YAN Xue-li;ZHANG Ke;China Land Surveying and Planning Institute;College of Resources and Environmental Sciences, China Agricultural University;College of Urban and Environmental Sciences,Peking University;Research Institute of Land Reclamation and Ecological Restoration, China University of Mining and Technology(Beijing);School of Public Administration and Policy,Renmin University of China;School of Agricultural Economics and Rural Development,Renmin University of China;;Progress Review on Land Sciences Research in 2015 and Prospects for 2016[J];中国土地科学;2016-01
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