Title :
Analysis and Effective Parallel Technique for Rate-Distortion Optimization in JPEG2000
Author :
Yi-Zhen Zhang ; Chao Xu
Author_Institution :
Nat. Lab. on Machine Perception, Peking Univ., Beijing, China
Abstract :
The rate-distortion optimization (RDO) technique plays an important role in JPEG2000 coding systems. In this paper, detailed analysis and parallel technique for RDO is presented. Differing from the usual or so far improved RDO techniques, the proposed technique can process each bit-plane´s code-stream and rate-distortion pairs independently, which provides parallel processing and is easy for hardware implementation. It can speed up the RDO processing and meets the requirement of the parallel JPEG2000 encoder. Experiment results show that the PSNR performance is optimal and the coding speed satisfies the requirement of the high resolution real-time applications.
Keywords :
data compression; image coding; optimisation; parallel processing; rate distortion theory; JPEG2000 coding systems; PSNR performance; RDO technique; bit-plane code-stream pair processing; coding speed; hardware implementation; high resolution real-time applications; image coding; parallel JPEG2000 encoder; parallel processing; parallel technique; rate-distortion optimization; rate-distortion pair processing; Algorithm design and analysis; Bismuth; Bit rate; Encoding; Hardware; Image coding; PSNR; Parallel processing; Rate-distortion; Virtual manufacturing; Image coding; Parallel processing; Rate distortion theory;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312776