The Review of JPEG2000 Algorithm using Optimal Rate Control

비율 제어 최적화를 이용한 JPEG2000 알고리즘 리뷰

  • Chong, Hyun-Jin (Department of Electronics & Electrical Engineering Dankook University) ;
  • Kim, Young-Seop (Department of Electronics Engineering, Dankook University)
  • 정현진 (단국대학교 전기 전자공학부) ;
  • 김영섭 (단국대학교 전자공학과)
  • Published : 2009.03.31

Abstract

Abstract JPEG2000 achieve quality scalability through the rate control method used in the encoding process, which embeds quality layers to the code-stream. This architecture might raise two drawbacks. First, when the coding process finishes, the number and bit-rates of quality layers are fixed, causing a lack of quality scalability to code-stream encoded with a single or few quality layers. Second, in Post compression rate distortion (PCRD) the bit streams after the truncation points discarded. Therefore, computational power for the discarded bit streams is wasted. For solving of problem, through bit rate control, there are many researches. Each proposed algorithms have specially target feature that is improved performance like reducing computational power. Research results have strength and weakness. For the mean time, research contents are reviewed and compared, so we proposed research direction in the future.

Keywords

References

  1. D. Taubman, “High performance scalable image compressionwith EBCOT”, presented at the Proc. IEEEInternational Conference on Image Processing, Vol.3, pp. 344-348, 1999.
  2. Yu-Wei Chang, Hung-chi Fang, Chih-chi Cheng,Chun-chia Chen, and Liang-Gee Cehn, “PrecompressionQuality-Control Algorithm for JPEG2000” IEEE Transactions on Image Procession, Vol 15. No 11, Nov.2006
  3. F.A Llinas, J.S. Sagrista, “Moded-based JPEG2000Rate Control Methods”, pp 39-69, 2006.
  4. ISO/IEC 15444-1: Information technology- JPEG2000image coding system - Part 1 : Core coding system,2000
  5. Vikram, V. Vasudevan, and S. Srinivasan, “Rate-distortionestimation for fast JPEG 2000 Compression atlow bit rates”, IEEE Electronics Letters, Vol. 41, No.1, pp. 16-18, 2005. https://doi.org/10.1049/el:20057147
  6. T.-H. Chang, L.-L. Chen, C.-J. Lian, H.-H. Chen, andL.-G. Chen, “Computation reduction technique forlossy JPEG2000 encoding through EBCOT tier-2feedback processing”, presented at the Proc. IEEEInternational Conference on Image Processing, Vol.3, pp. 85-88, 2002.
  7. W. Du, J. Sun, and Q. Ni, “Fast and efficient rate controlapproach for JPEG2000”, IEEE Transactions on Consumer Electronics, Vol. 50, No. 4, pp. 1218-1221, 2004. https://doi.org/10.1109/TCE.2004.1362522
  8. W. Yu, J. Fritts, and F. Sun, “An efficient packet algorithmfor JPEG2000”, presented at the Proc. IEEEinternal Conference Image Processing, pp. 208-212,2002.
  9. Y. Yeung, O. C. Au, and A. Chang, “Successive bitplanerate allocation technique for JPEG2000 imagecoding”, presented at the Proc. IEEE InternationalConference on Acoustics, Speech, and Signal Processing,Vol. 3, pp. 261-264, 2003.
  10. T. Kim, H. M. Kim, P.-S. Tsai, and T. Acharya,“Memory efficient progressive rate-distortion algorithmfor JPEG 2000”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15, No. 1, pp. 181-187, 2005. https://doi.org/10.1109/TCSVT.2004.839970
  11. C. Parisot, M. Antonini, and M. Barlaud, “StripebasedMSE control in image coding”, presented at theProc. IEEE International Conference on Image Processing,Vol. 2, pp. 649-652, 2002.
  12. S. Battiato, A. Buemi, G. Impoco, and M. Mancuso,“JPEG2000 coded images optimization using a content-dependent approach”, IEEE Transactions on Consumer Electronics, Vol. 48, No. 3, pp. 400-408, 2002. https://doi.org/10.1109/TCE.2002.1037021
  13. T. Sanguan kochankom and J. Fangtham, “A newapproach to reduce encoding time in EBCOT algorithmfor JPEG 2000” presented at the Proc. IEEEConference on Convergent Technologies for Asia-Pacific Region, Vol. 4, pp. 1338-1342, 2003.
  14. F. Chebil and R. Kurceren, “Pre-compression rateallocation for JPEG2000 encoders in power constraineddevices”, presented at the Proc. SPIE International Conference on Image and Video Communicationsand Processing, 2006.
  15. Y. Yeung, O. C. Au, and A. Chang, “Successive bitplanerate allocation technique for JPEG2000 imagecoding”, presented at the Proc. IEEE InternationalConference on Acoustics, Speech, and Signal Processing,Vol. 3, pp. 261-264, 2003.
  16. NAME: Y. Yeung, O. C. Au, and A. Chang, “Efficientrate control technique for JPEG2000 Image codingusing priority scanning”, presented at the Proc. IEEEInternational Conference on Multimedia and Expo,Vol. 3, pp. 277-280, 2003.
  17. Y. Yeung, O. C. Au, and A. Chang, “An efficient optimalrate control scheme for JPEG2000 image coding”,presented at the Proc. IEEE InternationalConference on Image Processing, Vol. 3, pp. 761-764,2003.
  18. A. Aminlou and O. Fatemi, “Very fast bit allocationalgorithm, based on simplified R-D curve modeling”,presented at the Proc. IEEE International Conferenceon Electronics, Circuits and Systems, Vol. 1, Dec. pp.14-17,2003.
  19. A. Aminlou and O. Fatemi, “A novel efficient ratecontrol algorithm for hardware implementation inJPEG2000”, presented at the Proc. IEEE InternationalConference on Acoustics, Speech, and Signal Processing,Vol. 5, pp. 21-24, 2005.