Title :
High-performance JPEG 2000 encoder with rate-distortion optimization
Author :
Fang, Hung-Chi ; Chang, Yu-Wei ; Wang, Tu-Chih ; Huang, Chao-Tsung ; Chen, Liang-Gee
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei
Abstract :
An 81 MSamples/s JPEG 2000 single-chip encoder is implemented on 5.5 mm2 area using 0.25-mum CMOS technology. This IC can losslessly encode HDTV 720p resolution at 30 frames/s in real time. Three techniques are adopted: line-based discrete wavelet transform, parallel embedded block coding, and precompression rate-distortion optimization. The line-based discrete wavelet transform achieves the minimum external memory access, while the internal memory is reduced by a proper memory access scheme. The parallel embedded block coding increases the throughput and reduces the memory bandwidth with similar hardware cost comparing to conventional architectures. By accurately estimating bit rates, the precompression rate-distortion optimization reduces the required computational power and processing time of the embedded block coding since the code-blocks are truncated before compression. Experimental results show that this encoder has the highest throughput with the smallest area compared with other designs in the literature
Keywords :
CMOS integrated circuits; block codes; discrete wavelet transforms; image coding; optimisation; CMOS technology; JPEG 2000 encoder; line-based discrete wavelet transform; minimum external memory access; parallel embedded block coding; precompression rate-distortion optimization; rate-distortion optimization; single-chip encoder; Bandwidth; Block codes; CMOS technology; Computer architecture; Costs; Discrete wavelet transforms; HDTV; Hardware; Rate-distortion; Throughput; Discrete wavelet transform; HDTV; JPEG 2000; embedded block coding with optimized truncation; image compression; rate-distortion optimization;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2006.876305