期刊文献+

基于样本的图像修补方法在视频修复中的应用 被引量:6

Video Restoration Using Exemplar-Based Inpainting
下载PDF
导出
摘要 将基于样本的图像修补方法用于视频修复,利用视频序列时间上的相关性对修补方法进行改进,提出一种对视频序列损伤的修补方法,可解决检测不到的视频损伤的修补难题.实验表明,与基于样本的图像修复方法相比,文中方法的修补效果更好,避免了错误填充和错误蔓延,提高了修补效率. This paper applies exemplar-based image inpainting to video restoration, and improves the repairing method by using time correlation characteristic of video sequences. The new method of video damage restoration can repair damages which are difficult to be detected in videos. Experiments show that, comparing with exemplar-based image inpainting, the method is more efficient in video restoration, can avoid filling errors and error spread, and has better efficiency.
作者 谷伊 韩军
出处 《应用科学学报》 EI CAS CSCD 北大核心 2010年第2期163-169,共7页 Journal of Applied Sciences
基金 浙江省科技计划项目基金(No.2007C21014)资助
关键词 视频修复 图像修补 优先权 最佳样本块 纹理综合 video restoration, image inpainting, priority , best exemplar patch, texture synthesis
  • 相关文献

参考文献14

  • 1BERTALMIO M, SAPIRO G, CASELLES V, BALLESTER C. Image inpainting [C]//Proceedings of the ACM SIGGRAPH Conference on Computer Graphic'00.[S. l.]: ACM Press, 2000: 417-424.
  • 2CHAN T, SHEN J. Mathematical models for local non-texture inpaintings [J]. SIAM Journal of Applied Mathematics, 2002, 62(3): 1019-1043.
  • 3CHAN T, SHEN J. Non-texture inpainting by curvature-driven diffusions(CDD)[J]. Journal of Visual Communication and Image Representation, 2001, 12 (4): 436-449.
  • 4CHAN T, KANG S, SHEN J. Euler's elastica and curvature based inpainting [J]. SIAM Journal of Applied Mathematics, 2002, 63 (2): 564-592.
  • 5EFROS A, LEUNG T K. Texture synthesis by non- parametric sampling [C]//Proceedings of IEEE International Conference on Computer Vision, Corfu, Greece, 1999: 1033-1038.
  • 6EFROS A, FREEMAN W F. Image quilting for texture synthesis and transfer [C]//Proceedings of Computer Graphics, Annual Conference Series, ACM SIGGRAPH, Los Angeles, CA, USA, 2001: 341-346.
  • 7BERTALMIO M, VESE L, SAPIRO G, OSHER S. Simultaneous structure and texture image inpainting[J]. IEEE Transactions on Image Processing, 2003, 12 (8): 882-889.
  • 8WANG Shuozhong, SHRESTHA K, QIN Chuan, ZHANG Xinpeng. PDE-Based image inpainting using a heat transfer model[J]. Journal of Shanghai University: Natural Science, 2007, 13(4): 331-336.
  • 9陈钊,关景火,徐进,余松煜.基于小波分解的电影胶片划痕损伤数字修复技术研究[J].中国图象图形学报,2006,11(11):1695-1699. 被引量:7
  • 10Xu Jin, SUN 3un, WANG Xingdong, CHEN Li. Synthesis algorithm based on overcomplete wavelet expansion for line scratch restoration in old films[J]. Optical Engineering, 2008, 47(6):1-10.

二级参考文献11

  • 1Abreu E,Mitra S K.A simple algorithm for restoration of images corrupted by streaks[A].In:Proceedings of IEEE International Conference on Circuits and Systems[C],Atlanta,GA,USA,1996,2:730~733.
  • 2Kokaram A.Removal of line artefacts for digital dissemination of archived film and video[A].In:Proceedings of IEEE International Conference on Multimedia Computing and Systems[C],Florence,Italy,1999,2:245 ~ 249.
  • 3Kim N D,Udpa S.Nonlinear operators for edge detection and line scratch removal[A].In:Proceedings of IEEE International Conference on Systems,Man,and Cybernetics[C],San Diego,CA,USA,1998,5:4401 ~4404.
  • 4Maindl M,Simberová S.A scratch removal method[J].Kybernetika,1998,34(4):423 ~428.
  • 5Venetianer P L,Werblin F,Roska T,et al.Analogic CNN algorithm for some image compression and restoration tasks[J].IEEE Transactions on Circuits and Systems,1995,42(5):278 ~284.
  • 6Kao O,Engehausen J.Scratch removal in digitised film sequences[A].In:Proceedings of the International Conference on Imaging Science,Systems,and Technology[C],Las Vegas,NV,USA,2000,1:171 ~ 179.
  • 7Armstrong S,Kokaram A,Rayner P.Non-linear interpolation of missing data using minmax functions[A].In:IEEE International Conference on Nonlinear Signal and Image Processing[C],Mackinac Island,USA,1997.
  • 8Laccetti G,Maddalena L,Petrosino A.P-LSR:A parallel algorithm for line scratch restoration[A].In:Proceedings of the Seventh International Workshop on Computer Architecture for Machine Perception[C],Palermo,Italy,2005.
  • 9Pratt W K.Digital image processing 2nd Edition[M].New York:John Wiley & Sons,Inc.,1991.
  • 10Mallat S,Zhong S.Characterization of signals from multiscale edges[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1992,14(7):710 ~732.

共引文献6

同被引文献56

  • 1杨胜来,魏俊之.油层物理学[M].北京:石油工业出版社,2007.
  • 2XU Zhi,TENG Qizhi,HE Xiaohai,et al.A reconstruction method for three-dimensional pore space using multiple point geology statistic based on statistical pattern recognition and microstructure characterization[J].International Journal for Numerical and Analytical Methods in Geomechanics,2013,37 (1):97-110.
  • 3TANG Tang,TENG Qizhi,HE Xiaohai,et al.A pixel selection rule based on the number of different-phase neighbours for the simulated annealing reconstruction of sandstone microstructure[J].Journal of Microscopy,2009,234(3):262-268.
  • 4YEONG C L,TORQUATO S.Reconstructing random media:Ⅱ Three-dimensional media from twodimensional cuts[J].Physical Review:E,1998,58(1):224.
  • 5MORITA S.Three dimensional image inpainting[M].Berlin,Germany:Springer,2006:752-761.
  • 6CRIMINISI A,PEREZ P,TOYAMA K.Object removal by exemplar-based inpainting[C]// Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition.Piscataway,NJ,USA:IEEE,2003:721-728.
  • 7CRIMINISI A,PEREZ P,TOYAMA K.Region filling and object removal by exemplar-based image inpainting[J].IEEE Transactions on Image Processing,2004,13(9):1200-1212.
  • 8TANG Feng,YING Yiting,WANG Jin,et al.A novel texture synthesis based algorithm for object removal in photographs[M].Berlin,Germany:Springer,2005:248-258.
  • 9PATWARDHAN K A,SAPIRO G,BERTALMIO M.Video inpainting under constrained camera motion[J].IEEE Transactions on Image Processing,2007,16(2):545-553.
  • 10TENG Qizhi,YANG Dan,XU Zhi,et al.Training image analysis for three-dimensional reconstruction of porous media[J].Journal of Southeast University,2012,28(4):415-421.

引证文献6

二级引证文献23

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部