Title :
Complex-subband transform for subband-based motion estimation/compensation and coding
Author :
Lien, Cheng-Chang ; Huang, Chung-Lin ; Chen, Jhy-Gau
Author_Institution :
Inst. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
fDate :
5/1/1997 12:00:00 AM
Abstract :
This paper introduces the complex subband transform (CST) that can be applied for both subband signal decomposition and motion estimation, which are the two major processes in subband-based image sequence coding. In the experiments, we compare the CST-based subband motion compensation with conventional block matching motion compensation, and find that the former has (i) higher peak signal-to-noise ratio (PSNR) of the reconstructed images and (ii) lower prediction error entropy of the motion vectors
Keywords :
image coding; image reconstruction; image sequences; motion compensation; motion estimation; transform coding; CST-based subband motion compensation; complex-subband transform; motion estimation; motion vectors; peak signal-to-noise ratio; prediction error entropy; reconstructed images; subband signal decomposition; subband-based image sequence coding; subband-based motion compensation; Entropy; Filter bank; Image coding; Image reconstruction; Image sequences; Motion compensation; Motion estimation; PSNR; Redundancy; Signal resolution;
Journal_Title :
Image Processing, IEEE Transactions on