DocumentCode :
768369
Title :
Invertible deinterlacing with sampling-density preservation: theory and design
Author :
Muramatsu, Shogo ; Ishida, Takuma ; Kikuchi, Hisakazu
Author_Institution :
Dept. of Electr. & Electron. Eng., Niigata Univ., Japan
Volume :
51
Issue :
9
fYear :
2003
Firstpage :
2343
Lastpage :
2356
Abstract :
A novel class of deinterlacing for intra-frame/field-based motion-picture coding, such as Motion JPEG2000, as well as an inter-frame-based coding without the support of interlaced scanning video, such as MPEG-1, is developed. This technique has two features: sampling-density preservation and invertibility. These features mean that the amount of deinterlaced pictures is not increased, and the original pictures can be perfectly reconstructed. This deinterlacing technique is a kind of sampling-lattice alteration and is regarded as a generalization of conventional field interleaving and field separation. With the help of multidimensional (M-D) multirate theory, it is shown that the design problem of such a system, that is, invertible deinterlacer with sampling-density preservation, can be replaced to finding a 2×2 multivariable polynomial matrix with a monomial determinant. This problem resembles the design of two-channel M-D maximally decimated perfect-reconstruction finite-impulse-response (FIR) filterbanks. The inverse system, which is referred to as a reinterlacer , is given as FIR when the dual deinterlacing system is FIR. A practical design procedure is provided by suggesting three constraints considered to be preferable: normalization, regularity, and vertical symmetry. The significance of the procedure is verified by showing some design examples of deinterlacing and reinterlacing filters. Simulation results show that the developed method causes fewer comb-shaped artifacts than conventional field interleaving.
Keywords :
FIR filters; channel bank filters; code standards; determinants; filtering theory; image reconstruction; image sampling; matrix algebra; telecommunication standards; two-dimensional digital filters; video coding; MPEG-1; Motion JPEG2000; comb-shaped artifacts; deinterlacing filters; dual deinterlacing system; field interleaving; field separation; finite impulse response filterbanks; inter-frame-based coding; interlaced scanning video; intra-frame/field-based motion-picture coding; invertible deinterlacer; invertible deinterlacing; maximally decimated FIR filterbanks; monomial determinant; multidimensional multirate theory; multivariable polynomial matrix; normalization; perfect reconstruction; perfect-reconstruction filterbanks; regularity; reinterlacing filters; sampling-density invertibility; sampling-density preservation; sampling-lattice alteration; simulation results; vertical symmetry; Computational modeling; Encoding; Finite impulse response filter; Interleaved codes; Lattices; Motion pictures; Multidimensional systems; Polynomials; Sampling methods; TV;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2003.815368
Filename :
1223546
Link To Document :
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