Title :
Performance improvement for arithmetic coder using parallel symbol encoding in JPEG2000
Author :
Noikaew, Nopphol ; Chitsobhuk, Orachat
Author_Institution :
Comput. Eng. Dept., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok
Abstract :
JPEG2000 image compression standard is designed to support a wide rage of applications. However, its use is restricted since its implementation requires high hardware cost. Bit plane coder (BPC) and arithmetic coder are the main resource intensive components, which indicate the overall throughput of JPEG2000 encoder. Usually, the regular operation of the arithmetic coder is sequential, which can process only one symbol at a time. However, the bit-plane coding can generate more than one symbol per clock cycle. Consequently, the coding speed will be limited and bottlenecked at the interface between the output of the bit-plane coding and the input of the arithmetic coder. Therefore, in this paper, the parallel symbol encoding is proposed to improve the performance of the JPEG2000 arithmetic coder. The encoding performance is enhanced through the use of the proposed prediction process of the upper bound value, the lower bound and the index value. Since the prediction processes of the upper bound and lower bound values are quite similar, they can be done simultaneously with the similar prediction condition. As a result, the proposed arithmetic coder architecture can process dual symbols per clock cycle at the speed greater than 100 MHz with the throughput greater than 60 Msymbols/sec.
Keywords :
arithmetic codes; data compression; image coding; JPEG2000 encoder; JPEG2000 image compression standard; arithmetic coder; bit-plane coding; parallel symbol encoding; Arithmetic; Clocks; Computed tomography; Design engineering; Discrete wavelet transforms; Encoding; Image coding; Throughput; Transform coding; Upper bound;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2008. ECTI-CON 2008. 5th International Conference on
Conference_Location :
Krabi
Print_ISBN :
978-1-4244-2101-5
Electronic_ISBN :
978-1-4244-2102-2
DOI :
10.1109/ECTICON.2008.4600618