반도체디스플레이기술학회지 (Journal of the Semiconductor & Display Technology)

한국반도체디스플레이기술학회 (The Korean Society Of Semiconductor & Display Technology)
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비율 제어 최적화를 이용한 JPEG2000 알고리즘 리뷰

The Review of JPEG2000 Algorithm using Optimal Rate Control

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

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.

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참고문헌

  1. D. Taubman, “High performance scalable image compression with EBCOT”, presented at the Proc. IEEE International 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, “Precompression Quality-Control Algorithm for JPEG2000” IEEE Transactions on Image Procession, Vol 15. No 11, Nov.2006
  3. F.A Llinas, J.S. Sagrista, “Moded-based JPEG2000 Rate Control Methods”, pp 39-69, 2006.
  4. ISO/IEC 15444-1: Information technology- JPEG2000 image coding system - Part 1 : Core coding system, 2000
  5. Vikram, V. Vasudevan, and S. Srinivasan, “Rate-distortion estimation for fast JPEG 2000 Compression at low 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, and L.-G. Chen, “Computation reduction technique for lossy JPEG2000 encoding through EBCOT tier-2 feedback processing”, presented at the Proc. IEEE International Conference on Image Processing, Vol. 3, pp. 85-88, 2002.
  7. W. Du, J. Sun, and Q. Ni, “Fast and efficient rate control approach 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 algorithm for JPEG2000”, presented at the Proc. IEEE internal Conference Image Processing, pp. 208-212, 2002.
  9. Y. Yeung, O. C. Au, and A. Chang, “Successive bitplane rate allocation technique for JPEG2000 image coding”, presented at the Proc. IEEE International Conference 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 algorithm for 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, “Stripebased MSE control in image coding”, presented at the Proc. 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 new approach to reduce encoding time in EBCOT algorithm for JPEG 2000” presented at the Proc. IEEE Conference on Convergent Technologies for Asia- Pacific Region, Vol. 4, pp. 1338-1342, 2003.
  14. F. Chebil and R. Kurceren, “Pre-compression rate allocation for JPEG2000 encoders in power constrained devices”, presented at the Proc. SPIE International Conference on Image and Video Communications and Processing, 2006.
  15. Y. Yeung, O. C. Au, and A. Chang, “Successive bitplane rate allocation technique for JPEG2000 image coding”, presented at the Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 3, pp. 261-264, 2003.
  16. NAME: Y. Yeung, O. C. Au, and A. Chang, “Efficient rate control technique for JPEG2000 Image coding using priority scanning”, presented at the Proc. IEEE International Conference on Multimedia and Expo, Vol. 3, pp. 277-280, 2003.
  17. Y. Yeung, O. C. Au, and A. Chang, “An efficient optimal rate control scheme for JPEG2000 image coding”, presented at the Proc. IEEE International Conference on Image Processing, Vol. 3, pp. 761-764, 2003.
  18. A. Aminlou and O. Fatemi, “Very fast bit allocation algorithm, based on simplified R-D curve modeling”, presented at the Proc. IEEE International Conference on Electronics, Circuits and Systems, Vol. 1, Dec. pp. 14-17,2003.
  19. A. Aminlou and O. Fatemi, “A novel efficient rate control algorithm for hardware implementation in JPEG2000”, presented at the Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 5, pp. 21-24, 2005.