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Edge-based motion compensated classified DCT with quadtree for image sequence coding

โœ Scribed by Ji-Ying Chang; Ruey-Feng Chang; Wen-Jia Kuo


Publisher
Elsevier Science
Year
1998
Tongue
English
Weight
908 KB
Volume
11
Category
Article
ISSN
0923-5965

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โœฆ Synopsis


The motion compensated discrete cosine transform coding (MCDCT) is an efficient image sequence coding technique. In order to further reduce the bit-rate for the quantizied DCT coefficients and keep the visual quality, we propose an adaptive edge-based quadtree motion compensated discrete cosine transform coding (EQDCT). In our proposed algorithm, the overhead moving information is encoded by a quadtree structure and the nonedge blocks will be encoded at lower bit-rate but the edge blocks will be encoded at higher bit-rate. The edge blocks will be further classified into four different classes according to the orientations and locations of the edges. Each class of edge blocks selects the different set of the DCT coefficients to be encoded. By this method, we can just preserve and encode a few DCT coefficients, but still maintain the visual quality of the images. In the proposed EQDCT image sequence coding scheme, the average bit-rate of each frame is reduced to 0.072 bit/pixel and the average PSNR value is 32.11 dB. 0 1998 Elsevier Science B.V.


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There has been rapid progress in the application of referred to as intraframe coding, whereas those which deal with wavelet transforms to image and image sequence compression. The the temporal correlation are called interframe coding. In videostandard discrete wavelet transform lacks translation inv