Title :
A New Multi-Layered Coding Sequence for JPEG2000 with Reduced Memory Requirement
Author :
Aminlou, Alireza ; Naghdinezhad, A. ; Fatemi, O. ; Hashemi, Mohammed R.
Author_Institution :
Multimedia Process. Lab., Tehran Univ., Iran
Abstract :
The order and arrangement of the main components in a JPEG2000 encoder, referred to as coding sequence hereafter, plays a significant role in its performance and implementation cost. Typical JPEG2000 encoders, which may use a pre-compression or a post-compression bit allocation, require a large amount of memory to store the wavelet coefficients, compressed data and R-D curves. In this paper, we propose a novel coding sequence with a pre-compression bit-allocation method that requires just a small portion of data in order to generate the final bit-stream. The proposed method is based on multi-layer coding and can be used in distortion-constrained applications of JPEG2000. Using this coding sequence, the memory requirements of a JPEG2000 system is reduced more than 50% while the quality degradation is only 0.4 dB in average.
Keywords :
data compression; image coding; image sequences; wavelet transforms; JPEG2000 encoder; coding sequence; data compression; multilayer coding; precompression bit-allocation method; wavelet coefficient; Bit rate; Computational complexity; Discrete wavelet transforms; Image coding; Laboratories; Optical computing; Rate distortion theory; Transform coding; Video coding; Wavelet coefficients; JPEG2000; Pre-compression; Rate Control;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312932