Title :
A fast MRME scheme for video compression based on coefficients masking in the wavelet domain
Author :
Zhao, Tingrong ; Ohtsuki, Tatsuo
Author_Institution :
Dept. of Electron. & Commun. Eng., Waseda Univ., Tokyo, Japan
Abstract :
A high efficiency multiresolution motion compensation (MRME) based on the wavelet representation is presented. The wavelet transform decomposes a video frame into a set of subimages with different frequency bands. In this approach, motion vectors in higher resolution are predicated by the motion vectors in the lower resolution and are refined at each step. In order to further increase the efficiency of motion compensation, a masking module which indicates the significant regions will be inserted between the modules of wavelet decomposition and the MRME. The significant regions are determined by an adaptive strategy based on the relationship between the wavelet coefficients of the current video frame and reference frames. Experiments shows that this new approach has a superior performance in terms of the processing time and the signal-to-noise ratio
Keywords :
adaptive signal processing; data compression; image representation; image resolution; image segmentation; image sequences; motion compensation; transform coding; video coding; wavelet transforms; SNR; adaptive strategy; coefficients masking; experiments; fast MRME scheme; frequency bands; high efficiency motion compensation; masking module; motion compensation; motion vectors; multiresolution motion compensation; performance; processing time; reference frames; signal-to-noise ratio; significant regions; subimages; test video sequences; video coding; video compression; video frame; video frame decomposition; wavelet coefficients; wavelet decomposition; wavelet domain; wavelet representation; wavelet transform; Discrete wavelet transforms; Frequency; Motion compensation; Signal processing; Signal resolution; Spatial resolution; Video compression; Wavelet coefficients; Wavelet domain; Wavelet transforms;
Conference_Titel :
TENCON 99. Proceedings of the IEEE Region 10 Conference
Conference_Location :
Cheju Island
Print_ISBN :
0-7803-5739-6
DOI :
10.1109/TENCON.1999.818366