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《Opto-Electronic Engineering》 2010-10
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An Improved Fourier-Mellin Algorithm for Video Stabilization

WANG Hong1, 2,DAI Ming1,LIU Xun1,LI Ming1 ( 1. Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China; 2. Graduate University of Chinese Academy of Sciences, Beijing 100039, China )  
An improved Fourier-Mellin transform algorithm for video stabilization is presented to enhance the real-time performance, and to solve the problem that motion estimation miscalculates when an image is partially occluded. The computation blocking of estimating scale, rotary and translation in jitter image sequence are analyzed. Then, improve the real Fourier transform by using conjugate symmetry of Fourier transform and access the wi by looking up tables. The computational performance is enhanced effectively. At last, the statistics histogram is used to remove pseudo global motion vector by judging concentration degree. The results show that the real-time performance of video stabilization exceeds the existing one 42% when processing 512 pixels×512 pixels gray image sequence, meet real-time requirements. It can efficiently remove estimation miscalculations because of image occluded partially, and further enhance the robustness.
【Fund】: 国家863高技术项目(2007AA12Z113);; 973国家自然基金项目(2009CB72400105)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 SUN Hui1,ZHANG Bao1,LIU Jing-hong1,LI Shi1,2,LI Zhi-qiang1 (1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences, Changchun 130033,China;2.Graduate School of the Chinese Academy of Sciences,Bejing 100039,China);Electronic image stabilization for aerial E-O imaging system[J];Optics and Precision Engineering;2007-08
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6 WANG Zhi-min,XU Xiao-gang (Department of Equipment System & Automatization,Dalian Naval Academy,Dalian 116018);Fast Electronic Image Stabilization Based on Phase Correlation in Single-quadrant Fourier-Mellin Domain[J];Journal of Image and Graphics;2009-09
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Shi1,2,WANG Jing1,SUN Hui1(1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100039,China);Real FFT based on graphic processing unit for image processing[J];Optics and Precision Engineering;2008-12
2 LI Shi1,2,ZHANG Bao1,SUN Hui1(1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100039,China);Parallel restoration for motion-blurred aerial image[J];Optics and Precision Engineering;2009-01
3 QIN Feng-qing1,2,HE Xiao-hai,CHEN Wei-long1, WU Wei1,YANG Xiao-min1(1.Image Information Institute,College of Electronics and Information Engineering,Sichuan University,Chengdu 610064,China;2.Department of Computer Science and Technology,Yibin University,Yibin 644007,China);Super-resolution reconstruction method of image registration[J];Optics and Precision Engineering;2009-02
4 CHEN Zhi,ZHU Hong-cheng,HU Xiao-dong,HU Xiao-tang(State Key Laboratory of Precision Measuring Technology and Instruments,Tianjin University,Tianjin 300072,China);High resolution measurement of MEMS rotation angle by phase correlation method[J];Optics and Precision Engineering;2009-08
5 ZHANG Ye,QU Hong-song,WANG Yan-jie(Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China);Implementation of scene matching based on rotation invariant keylines[J];Optics and Precision Engineering;2009-07
6 JI Hua1,2, WANG Da-wei1,2,ZHAO Jian1,HAN Guang-liang1,WANG Yan-jie1(1. Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033,China; 2.Graduate University of Chinese Academy of Sciences, Beijing 100039,China);Application of covariance matrix to 2D object attitude measurement[J];Optics and Precision Engineering;2009-11
7 XU Yuan-nan, ZHAO Yuan, LIU Li-ping, SUN Xiu-dong(Department of Physics, Harbin Institute of Technology, Harbin 150001, China);Parameter identification of point spread function in noisy and blur images[J];Optics and Precision Engineering;2009-11
8 FENG Yu-ping1,2,DAI Ming1,SUN Li-yue3,ZHANG Wei1,2 (1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;2. Graduate University of Chinese Academy of Sciences,Beijing 100039,China;3. School of Communication Engineering,Jilin University,Changchun 130012,China);Optimized design of automatic image mosaic[J];Optics and Precision Engineering;2010-02
9 LI Da-yu1,2,HU Li-fa2,MU Quan-quan2,3,CAO Zhao-liang2,3,XIA Ming-liang2,3,LI Chao2,3,LIU Zhao-nan2,3,XUAN Li2(1.Suzhou Institute of Biomedical Engineering and Technology,Chinese Academy of Sciences,Suzhou 215163,China;2.State Key Laboratory of Applied Optics,Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;3.Graduate University of Chinese Academy of Sciences,Beijing 100039,China);Wavefront calculation of liquid crystal adaptive optics based on CUDA[J];Optics and Precision Engineering;2010-04
10 CUI Ji-wen,CHEN Shi-li,TAN Jiu-bin (Institute of Ultra-precision Optical & Electronic Instrument Engineering,Harbin Institute of Technology,Harbin 150001,China);Measurement of micro-cavity dimension by double optical fiber coupler based on OFMM's location[J];Optics and Precision Engineering;2010-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Ming~1,KUANG Hai-peng~1,WU Hong-sheng~1,LIU Gang~2,XIU Ji-hong~1,ZHAI Lin-pei~1 (1. Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130022, China; 2. Air Force Changchun Aviation Institute, Changchun 130022, China);Survey on the image motion compensation technology[J];Electronics Optics & Control;2004-04
2 LI Bo, WANG Xiao-tong, YANG Chang-qing, JIN Liang-an (Dalian Naval Academy, Dalian 116018, China);Three-point locally adaptive searching in gray scale projection algorithm for electronic image stabilization[J];Opto-electronic Engineering;2004-09
3 XING Hui1,2,YAN Jing-long1,ZHANG Shu-jiang1(1.School of Mechatronic Engineering,Beijing Institute of Technology,Beijing 100081,China ;2.School of Information and Communication Engineering,North University of China,Taiyuan 030051,China);Digital image stabilization algorithm based on phase correlation[J];Opto-Electronic Engineering;2007-03
4 LUO Shi-tu, WANG Yan-ling, ZHANG Qi, LUO Fei-lu (College of Mechanical and Electrical Engineering, National University of Defense Technology, Changsha 410073,China);Electronic image stabilizing algorithm for image tracking system on vehicle[J];Optics and Precision Engineering;2005-01
5 LIU Song-tao, WANG Xue-wei, ZHOU Xiao-dong, WANG Cheng-gang(Department of Control Engineering , Naval Aeronautical Engineering Institute, Yantai 264001, China);Automatic registration algorithm based on sensor parameters and target's contour centroid[J];Optics and Precision Engineering;2005-03
6 SUN Hui,ZHANG Bao,LIU Jing-hong(Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China);Restoration of motion-blurred image based on Wiener filter and its application in aerial imaging system[J];Optics and Precision Engineering;2005-06
7 CHEN Shi-zhe,HU Tao,LIU Guo-dong,XIE Kai,LIU Bing-guo,PU Zhao-bang(Department of Automatic Measurement and Control,Harbin Institute of Technology,Harbin 150001,China);Fast and precision image mosaic based on grating[J];Optics and Precision Engineering;2006-02
8 ZHAI Lin-pei,LIU Ming,XIU Ji-hong (Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China);Calculation of image motion velocity considering airplane gesture angle in oblique aerial camera[J];Optics and Precision Engineering;2006-03
9 MA Jing,XU Ke-hua,TAN Li-ying(National Key Laboratory of Tunable Laser Technology,Harbin Institute of Technology,Harbin 150001,China);Extend-beacon tracking for deep space optical communication based on phase-correlation[J];Optics and Precision Engineering;2006-03
10 JIA Ping,ZHANG Bao,SUN Hui(1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 13002,China;2.Graduate School of the Chinese Academy of Sciences,Bejing 100039,China)1;Restoration of motion-blurred aerial image[J];Optics and Precision Engineering;2006-04
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