Title
Nonlinear Interpolators for Old Movie Restoration
Abstract
A nonlinear interpolat,or using a rational function filter is applied to the restoration of image sequence frames of digitized old movies. Samples to be interpolated are due to stationary and random defects. The interpolator is preceded by a defect localization algorithm. The perfor- mance of the proposed interpolator has been assessed on several sequences and compared with a classical morpho- logical operator. The hardware implementation of the proposed rational interpolator is also considered. Simu- 1a.tions show that the interpolated frames with the pro- posed operator are free from blockiness and jaggedness which are very difficult to avoid when using linear oper- ators.
Year
DOI
Venue
1999
10.1109/ICIP.1999.817093
ICIP (3)
Keywords
Field
DocType
interpolation,rational filters,old movies.,restora- tion,linear operator,image restoration,rational function,motion pictures,phase detection,hardware,signal processing
Computer vision,Signal processing,Nonlinear system,Random defects,Computer science,Interpolation,Operator (computer programming),Artificial intelligence,Image restoration,Phase detector,Rational function
Conference
Citations 
PageRank 
References 
2
0.40
1
Authors
5
Name
Order
Citations
PageRank
Lazhar Khriji1548.72
Moncef Gabbouj23282386.30
Stefano Marsi315216.78
Giovanni Ramponi438151.84
Etienne Decencière Ferrandiere520.40