Title :
Motion filter vector quantization
Author :
Blasiak, Dariusz ; Chan, Wai-fip
Author_Institution :
Ingenient Technol., Rolling Meadows, IL, USA
Abstract :
Motion-compensated prediction of video is formulated as a novel vector quantization scheme called motion filter vector quantization (MFVQ). In MFVQ, the motion vector and the pixel-intensity interpolation filter are combined into a motion filter and the entire filter is vector quantized. A codebook design algorithm is proposed for designing unit gain and entropy constrained MFVQ codebooks. The algorithm is tested under two application configurations, MFVQ with static codebook and MFVQ with forward-adaptive codebook, and is shown to furnish up to a dB of PSNR gain.
Keywords :
adaptive codes; entropy codes; filtering theory; interpolation; motion compensation; prediction theory; vector quantisation; video coding; PSNR gain; closed-loop simulations; codebook design algorithm; entropy constrained MFVQ codebook; forward-adaptive codebook; motion compensated video coding; motion filter VQ; motion filter vector quantization; motion-compensated prediction; pixel-intensity interpolation filter; static codebook; unit gain MFVQ codebook; Algorithm design and analysis; Decoding; Entropy; Interpolation; Motion compensation; Nonlinear filters; Pixel; Tires; Vector quantization; Video coding;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1038114