Title :
Subband coding of video using an edge-based vector quantization technique for compression of the upper bands
Author :
Mohsenian, Nuder ; Nasrabadi, Nasser M.
Author_Institution :
Dept. of Electr. Eng., Worcester Polytech. Inst., MA, USA
Abstract :
A new subband video coding technique is introduced which utilizes several memoryless vector quantizing (VQ) schemes for encoding the various layers. A set of quadrature mirror filter banks was applied to the motion compensated frame differences (MCFDs) of the moving sequences to produce seven nonuniform bands. The upper bands displayed a significant amount of information at edge locations, these being the positions where the baseband of each layer was observed to have a similar behavior. Therefore, an edge-detecting operator, e.g., Laplacian or a Gaussian, was incorporated into the video compression model to extract the perceptually important locations of the upper bands from their correspondingly encoded baseband, thus eliminating the need for transmission of their addresses. Promising results were obtained which are suitable for low-bit-rate video applications where videophone and videoconferencing systems may be realized
Keywords :
filtering and prediction theory; image coding; image sequences; motion estimation; vector quantisation; video signals; Gaussian operator; Laplacian operator; QMF; edge-based vector quantization; low-bit-rate video applications; motion compensated frame differences; moving sequences; quadrature mirror filter banks; subband coding; upper bands compression; video coding; video compression model; videoconferencing; videophone; Baseband; Data mining; Encoding; Filter bank; Laplace equations; Mirrors; Teleconferencing; Vector quantization; Video coding; Video compression;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0532-9
DOI :
10.1109/ICASSP.1992.226208