DocumentCode :
350254
Title :
Practical nonlinear filtering for removal of blotches from old film
Author :
Saito, Takahiro ; Komatsu, Takashi ; Ohuchi, Toshiaki ; Hoshi, Tomohisa
Author_Institution :
Dept. of Electr. Eng., Kanagawa Univ., Yokohama, Japan
Volume :
3
fYear :
1999
fDate :
1999
Firstpage :
164
Abstract :
The film material of old movies is often corrupted by blotches heavily. We present a practical method for removing blotches and restoring their missing data. To detect blotches, we employ a robust approach of local analysis of spatiotemporal anisotropic brightness continuity. Our approach selects the smoothest direction for each examined pixel, and puts out the incorruption probability that the examined pixel may not be corrupted by blotches. As the restoration filter, we employ a spatiotemporal nonlinear filter whose response is adaptively controlled according to a rule defined by the incorruption probability. The nonlinear filter is composed of the two different filters of the identity filter and the spatiotemporal anisotropic-smoothing filter, and will put out an intermediate value between the two filters´ outputs. Furthermore, we introduce a protection method improving robustness against to errors of the anisotropic-continuity analysis
Keywords :
cinematography; image restoration; nonlinear filters; anisotropic-continuity analysis; blotch removal; film material; identity filter; old film; old movies; practical nonlinear filtering; restoration filter; spatiotemporal anisotropic brightness continuity; spatiotemporal anisotropic-smoothing filter; spatiotemporal nonlinear filter; Anisotropic magnetoresistance; Brightness; Filtering; Image restoration; Image sequences; Motion pictures; Nonlinear filters; Protection; Robustness; Spatiotemporal phenomena;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
Type :
conf
DOI :
10.1109/ICIP.1999.817092
Filename :
817092
Link To Document :
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