Title :
Computation reduction technique for lossy JPEG2000 encoding through EBCOT Tier-2 feedback processing
Author :
Chang, Te-Hao ; Chen, Li-Lin ; Lian, Chung-Jr ; Chen, Hong-Hui ; Chen, Liang-Gee
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
A novel method to reduce computation of JPEG2000 encoding is proposed. The main concept is that most of the computation in the entropy coder (EBCOT Tier-1) of JPEG2000 is redundancy especially at lower bit-rates, and the proposed method can greatly reduce this redundancy through the feedback of EBCOT Tier-2 processing. By the information generated from Tier-2, the computing time of EBCOT Tier-1 at irreversible wavelet transform mode (9-7 filter) can be reduced to about 40% and 20% at general and high compression rates, respectively. And there is even more reduction at reversible wavelet transform mode (5-3 filter).
Keywords :
data compression; entropy codes; image coding; rate distortion theory; redundancy; transform coding; wavelet transforms; 5-3 filter; 9-7 filter; EBCOT Tier-1; EBCOT Tier-2 processing; JPEG2000 encoding; entropy coder; irreversible wavelet transform mode; reversible wavelet transform mode; Discrete wavelet transforms; Encoding; Entropy; Feedback; Filters; Image coding; Quantization; Rate-distortion; Transform coding; Wavelet transforms;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1038910