Title :
Concealment of interpolation errors for low bit-rate motion-compensated interpolation
Author :
Wu, Yan ; Swamy, M.N.S. ; Ahmad, M.O.
Author_Institution :
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada
Abstract :
In this paper, we propose a low cost motion-compensated interpolation technique to improve the video quality for the low bit-rate video encoded in conjunction with frame dropping. The proposed approach exploits the block-based motion vector field available to the decoder to avoid the complex motion estimation at the receiver. An iterative refinement technique derived using the finite element method is employed to efficiently conceal the interpolation errors caused by unfilled and overlapped pixels in the predicted frames. Consequently, no pixel classification is needed in the proposed technique, thus substantially reducing the computational complexity. Simulation results show that this technique results in reconstructed frames with good visual quality.
Keywords :
error statistics; finite element analysis; image reconstruction; interpolation; iterative decoding; motion compensation; vectors; video coding; bit-rate video encoding; block-based motion vector field; decoder; finite element method; frame dropping; frame reconstruction; iterative refinement technique; motion-compensated interpolation technique; receiver; video quality improvement; Computational modeling; Computer errors; Costs; Displays; Image reconstruction; Interpolation; Iterative decoding; Motion estimation; Video coding; Video compression;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1419465