PMID: 15376931Sep 21, 2004Paper

On missing Data Treatment for degraded video and film archives: a survey and a new Bayesian approach

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
A C Kokaram

Abstract

Image sequence restoration has been steadily gaining in importance with the increasing prevalence of visual digital media. The demand for content increases the pressure on archives to automate their restoration activities for preservation of the cultural heritage that they hold. There are many defects that affect archived visual material and one central issue is that of Dirt and Sparkle, or "Blotches." Research in archive restoration has been conducted for more than a decade and this paper places that material in context to highlight the advances made during that time. The paper also presents a new and simpler Bayesian framework that achieves joint processing of noise, missing data, and occlusion.

References

Feb 8, 2008·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·F Dufaux, J Konrad
Feb 8, 2008·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·C BallesterJ Verdera
Jan 1, 1995·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·A C KokaramP W Rayner
Jan 1, 1995·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·A C KokaramP W Rayner

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Citations

May 8, 2010·Journal of the Optical Society of America. A, Optics, Image Science, and Vision·G R K S SubrahmanyamR Aravind
May 8, 2010·Journal of the Optical Society of America. A, Optics, Image Science, and Vision·Rajiv R Sahay, A N Rajagopalan
Jun 30, 2010·Medical Image Analysis·K Y Esther LeungJohan G Bosch
Apr 4, 2013·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Masaya HasegawaYasuhiro Inazumi
Jul 13, 2006·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Marcelo Bertalmío
Jun 24, 2009·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Jiading Gai, Sing Bing Kang
Apr 10, 2007·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·Jinchang Ren, Theodore Vlachos
May 25, 2011·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Sahana M Prabhu, A N Rajagopalan
Oct 7, 2010·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Gang Hua, Onur G Guleryuz
Jul 22, 2011·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·David CorriganNaomi Harte
Apr 19, 2012·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Xiaosong Wang, Majid Mirmehdi
Aug 31, 2010·Nature Immunology·Dongli WangXinquan Wang

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