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一种运动模糊图像的鲁棒运动估计策略 被引量:3

A ROBUST MOTION ESTIMATION STRATEGY FOR MOTION BLURRED IMAGE
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摘要 研究运动模糊图像的运动估计问题,提出基于泊松融合技术的运动估计策略。该策略将运动模型作为泊松融合技术的局部约束,实现最优运动求解。在此基础上,以直线和旋转运动模糊图像为例,提出相应的运动参数模型和估计方法。实验结果表明,所提出的策略可以较准确地估计模糊运动。 In this paper we study the motion estimation of motion blurred image, and propose a motion estimation strategy based on the technique of Poisson image fusion. The strategy finds the optimal solution of motion by taking the motion model as the local constraint of Poisson image fusion. On this basis, and using the line and rotation motion blurred images as the example, we present the corresponding motion parameters model and the estimation method. Experimental results show that the strategy presented in the paper is able to quite accurately estimate the fuzzy motion.
出处 《计算机应用与软件》 CSCD 北大核心 2013年第7期66-70,共5页 Computer Applications and Software
基金 国家自然科学基金青年科学基金项目(61003131) 安徽省教育厅高等教育科学研究基金重点项目(KJ2010A010) 安徽大学青年科学研究基金重点项目(2009QN009A)
关键词 运动模糊 运动估计 泊松融合技术 Motion blur Motion estimation Poisson image fusion
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参考文献12

  • 1Moshe Ben-Ezra, Shree K Nayar. Motion-Based Motion Deblurring [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004,26(6) :689 -698.
  • 2王晓红,赵荣椿.任意方向运动模糊的消除[J].中国图象图形学报(A辑),2000,5(6):525-529. 被引量:38
  • 3Deepa Kundur, Dimitrios Hatzinakos. Blind Image Deconvolution [ J ]. Signal Processing Magazine, 1996,13 ( 3 ) :43 -64.
  • 4Felix Krahmer, Lin Youzuo, Bonnie McAdoo,et al. Blind hnage Deconvolution : Motion Blur Estimation [ R ]. Technical Report, Institute Mathematics and Its Applications, University of Minnesota ,2006.
  • 5Joao P Oliveira, Mario A T Figueiredo, Jose M Bioucas-Dias. Blind Estimation of Motion Blur Parameters For Image Deconvolution [M]. Lecture Notes in Computer Science, 2007,4478:604 - 611.
  • 6Yitzhak Yitzhaky, Noman S. Kopeika. Identification of blur parameters from motion blurred images [J]. Computer Vision Graphic Image Processing:Graphical Models and Image Processing, 1997, 59 ( 5 ) : 310 - 320.
  • 7Yitzhak Yitzhaky,Noman S Kopeika. Vibrated image restoration from a single frame[ C]//Proceedings of Society of Photo-Optical Instrumentation Engineers, 1999,3808:603 - 613.
  • 8Anat Levin. Blind motion deblurring using image statistics[ C ]//Advances in Neural Information Processing Systems,2006:841 -848.
  • 9Dai Sheng-yang, Wu Ying. Motion from blur[ C ]//IEEE International Conference on Computer Vision and Pattern Recognition ,2008 : 1 - 8.
  • 10Lin Hai-ting, Tai Yu-Wing, Michael S Brown. Motion Regularization for Matting Motion Blurred Objects [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2011,33 ( 11 ) :2329 -2336.

二级参考文献12

  • 11,Lim H, Tan K C, Tan B T G. Edge errors in inverse and wiener filter restorations of motion-blurred images and their windowing treatment. CVGIP,1991,53:186~195.
  • 22,Sondhi M M, Image restoration:The removal of spatially invariant degradations. In:Proc.IEEE.1972,60(7):828~842.
  • 33,Lim H, Tan K C, Tan B T G. New methods for restoring motion-blurred images derived from edge error consideration. CVGIP,1991,53:479~490.
  • 44,Lim H, Tan K C, Tan B T G. Windowing techniques for image restoration. CVGIP,1991,53:491~500.
  • 55,Lim H, Tan K C, Tan B T G. Restoration of real-world motion-blurred images, CVGIP,1991,53:291~299.
  • 6Marziliano P, Dufaux F, Winkler S, et al. A No-reference Perceptual Blur Metric[C]//Proc. of 2002 International Conference on Image Processing. Rochester, New York, USA: [s. n.], 2002.
  • 7Chung Yun-Chung, Wang Jung-Ming, Bailey R, et al. A Non- parametric Blur Measure Based on Edge Analysis for Image Processing Applications[C]//Proc. of 2004 IEEE Conference on Cybernetics and Intelligent Systems. Singapore: IEEE Press, 2004.
  • 8Levin A. Blind Motion Deblurring Using Image Statistics[C]//Proc. of Annual Conference on Neural Information Processing Systems. Vancouver, Canada: [s. n.], 2006: 841-848.
  • 9Chakrabarti A, Zickler T, Freeman W T. Analyzing Spatially- varying Blur[C]//Proc. of 2010 IEEE Conference on Computer Vision and Pattern Recognition. San Francisco, California, USA: IEEE Press, 2010.
  • 10Liu Renting, Li Zhaorong, Jia Jiaya. Image Partial Blur Detection and Classification[C]//Proc. of 2008 IEEE Conference on Computer Vision and Pattern Recognition. [S. l.]: IEEE Press, 2008.

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