Title :
Data-adaptive digital video format conversion algorithms
Author :
Schwendowius, Jörg ; Arce, Gonzalo R.
fDate :
6/1/1997 12:00:00 AM
Abstract :
With the emergence of advanced display media as well as digital video coding and compression schemes came a variety of new video formats including program content dependent formats, as proposed by the Grand Alliance for their high definition television (HDTV) standard. Digital video down-conversion is a low complexity quality reduction task, whereas the more complex video up-conversion incorporates a tradeoff between computational cost and perceptual quality. Motion-compensated conversion algorithms have the potential for good results, but go in hand with a computational complexity disadvantage, whereas motion-adaptive interpolation methods constitute a compromise between the extremes. This paper presents a general motion-adaptive format conversion approach based on a multiresolution decomposition and nonlinear subband interpolation filtering. The class of Ll permutation filters feature a flexible, input-signal dependent behavior by exploiting the order statistics of an input signal. In this paper, such an approach is utilized for interpolation purposes, applicable to any arbitrary format conversion problem. A successful application of Ll filter based interpolators in combination with a hierarchical multiresolution decomposition as a motion-adaptive format conversion method is presented. As an evaluation of performance, two format conversion case studies are presented, namely deinterlacing for progressive display media and frame-rate up-conversion for the reduction of temporal artifacts
Keywords :
computational complexity; digital filters; digital television; high definition television; image resolution; interpolation; motion estimation; nonlinear filters; telecommunication standards; television standards; video signal processing; Grand Alliance; HDTV; Ll permutation filters; computational complexity; computational cost; data-adaptive digital video format conversion algorithms; deinterlacing; digital video down-conversion; format conversion; frame-rate up-conversion; hierarchical multiresolution decomposition; high definition television standard; input-signal dependent behavior; interpolation; motion-adaptive interpolation methods; multiresolution decomposition; nonlinear subband interpolation filtering; order statistics; perceptual quality; progressive display media; video up-conversion; Computational efficiency; Displays; Filters; HDTV; High definition video; Interpolation; Signal resolution; TV; Video coding; Video compression;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on