Video compression using 3D wavelet transforms
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This letter present results on using wavelet transforms in both space and time for compression of real time digital video data. The advantages of the wavelet transform for static image analysis are well known.2 We have found that using the wavelet transform in time and space, combined with a multiresolution approach, leads to an efficient and effective method of compression. In addition, the computational requirements are considerably less than for other compression methods, and are more suited to VLSI implementation. Some preliminary results of compression on a sample video will be presented.
[1] A. Grossmann,et al. DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE , 1984 .
[2] J. Woods,et al. Sub-band coding of images , 1986, ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing.
[3] Stéphane Mallat,et al. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..
[4] I. Daubechies. Orthonormal bases of compactly supported wavelets , 1988 .