An improved motion-compensated restoration method for damaged color motion picture films

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摘要

In this paper, we propose an improved motion-compensated restoration method for color motion picture films deteriorated due to flashing blotches. The method consists of an improved multiresolution block matching with log-D search, a rank ordered differences-based blotch detection and 3D vector median filtering for interpolation of missing data, and utilizes five consecutive frames. Performance of the method is tested on artificially corrupted image sequences and real motion picture films, and is compared to that of the three-frame-based method which involves similar algorithms except improved motion estimation and blotch detection. The results show that the method efficiently works even in severely blotched and motion regions in image sequences.

论文关键词:Motion picture,Restoration,Filtering,Motion estimation,AR,autoregressive,BMA,block matching algorithm,LPF,low pass filter,MAP,maximum a posteriori probability,MMF,multilevel median filter,MRF,Markov random field,MV,motion vector,NMSE,normalized mean square error,RGB,red,green,blue,ROC,receiver operating characteristic,ROD,rank ordered difference,SDI,spike detection index,VMF,vector median filter.

论文评审过程:Received 27 May 2003, Revised 18 November 2003, Accepted 20 January 2004, Available online 20 February 2004.

论文官网地址:https://doi.org/10.1016/j.image.2004.01.001