2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:WP-L3.1
Session:Video Coding III
Time:Wednesday, September 19, 14:30 - 14:50
Presentation: Lecture
Title: NON-SEPARABLE WAVELET-LIKE LIFTING STRUCTURE FOR IMAGE AND VIDEO COMPRESSION WITH ALIASING SUPPRESSION
Authors: Jonathan Gan; University of New South Wales 
 David Taubman; University of New South Wales 
Abstract: Wavelet-based approaches to resolution scalable video are significantly hindered due to the phenomenon of aliasing at reduced spatial resolutions. Improvements to the wavelet filters themselves have limited success, because they are fundamentally constrained by the perfect reconstruction conditions. We propose a packet lifting structure that is capable of perfect reconstruction, yet achieves superior antialiasing performance to improved wavelet designs. While the aliasing removal process incurs some loss of overall compression performance, this is offset by increased compressibility of the lower resolution information. Preliminary results suggest performance competitive with pyramid schemes for achieving similar goals.



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