Hierarchical dynamic range coding of wavelet subbands for fast and efficient image decompression

IEEE Transactions on Image Processing

Volumn 16, Issue 8, 2007, Pages 2005-2015

  Cho, Yushin ^a   Pearlman, William A ^b  

^a SONY CORPORATION   (Japan)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Image coding; Low complexity; Random access; Scalability; SPIHT; Wavelet coding

Indexed keywords

ALGORITHMS; CODES (SYMBOLS); COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; THREE DIMENSIONAL; TWO DIMENSIONAL;

IMAGE CODING ALGORTIHM; IMAGE DECOMPRESSION; WAVELET CODING;

IMAGE CODING;

ALGORITHM; ARTICLE; COMPUTER GRAPHICS; IMAGE ENHANCEMENT; INFORMATION PROCESSING; MATHEMATICAL COMPUTING; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING;

ALGORITHMS; COMPUTER GRAPHICS; DATA COMPRESSION; IMAGE ENHANCEMENT; IMAGING, THREE-DIMENSIONAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 34547791219     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2007.901247     Document Type: Article

References (21)

1. B. E. Usevitch, "A tutorial on modern lossy wavelet image compression: Foundations of JPEG 2000," IEEE Signal Process. Mag., vol. 18, no. 5, pp. 22-35, Sep. 2001.
2. D. Taubman, "High performance scable image compression with EBCOT," IEEE Trans. Image Process., vol. 9, no. 7, pp. 1158-1170, Jul. 2000.
3. M. Marcellin, M. Gormish, A. Bilgin, and M. Boliek, "An overview of JPEG-2000," in Proc. IEEE Data Compression Conf., J. A. Storer and M. Cohn, Eds., 2000, pp. 523-541.
4. D. Santa-Cruz and T. Ebrahimi, "An analytical study of JPEG 2000 functionalities," in Proc. IEEE Int. Conf. Image Processing, 2000, vol. 2, pp. 49-52.
5. J. M. Shapiro, "Embedded image coding using zerotrees of wavelet coefficients," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3445-3462, Dec. 1993.
6. A. Said and W. A. Pearlman, "A new fast and efficient image codec based on set partitioning in hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, no. 6, pp. 243-250, Jun. 1996.
7. W. A. Pearlman, "Trends of tree-based, set partitioning compression techniques in still and moving image systems," in Proc. Picture Coding Symp., Apr. 2001, vol. 5, pp. 1-8, invited, keynote paper.
8. J. Andrew, "A simple and efficient hierarchical image coder," presented at the IEEE International Conf. Image Processing, 1997.
9. E. Ordentlich, M. Weinberger, and G. Seroussi, "A low-complexity modeling approach for embedded coding of wavelet coefficients," in Proc. IEEE Data Compression Conf., Mar. 1998, pp. 408-417.
10. E. Ordentlich, private communication, Mar. 20, 2007.
11. W. Berghorn, T. Boskamp, M. Lang, and H. O. Peitgen, "Fast variable run-length coding for embedded progressive wavelet-based image compression," IEEE Trans. Image Process., vol. 10, no. 12, pp. 1781-1790, Dec. 2001.
12. J. Oliver and M. P. Malumbres, "Fast and efficient spatial scalable image compression using wavelet lower trees," in Proc. IEEE Data Compression Conf., Mar. 2003, pp. 133-142.
13. H. Danyali and A. Mertins, "Flexible, highly scalable, object-based wavelet image compression algorithm for network applications," in Proc. Inst. Elect. Eng. Vis., Image, Signal Process., Dec. 2004, pp. 498-510.
14. W. A. Pearlman, A. Islam, N. Nagaraj, and A. Said, "Efficient, low-complexity image coding with a set-partitioning embedded block coder," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 11, pp. 1219-1235, Nov. 2004.
15. S.-T. Hsiang, "Embedded image coding using zeroblocks of subband/ wavelet coeffcients and context modeling," in Proc. IEEE Data Compression Conf., Mar. 2001, pp. 83-92.
16. J. E. Fowler, "Embedded wavelet-based image compression: State of the art," Inf. Technol., vol. 45, no. 5, pp. 256-262, May 2003.
17. S. G. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Patern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
18. A. Said and W. A. Pearlman, "Low-complexity waveform coding via alphabet and sample-set partitioning," in Proc. SPIE Vis. Commun. Image Process., Feb. 1997, pp. 25-37.
19. B.-J. Kim, Z. Xiong, and W. A. Pearlman, "Low bit-rate scalable video coding with 3-D set partitioning in hierarchical trees (3-D SPIHT)," IEEE Trans. Circuits Syst. Video Technol., vol. 10, no. 8, pp. 1374-1387, Dec. 2000.
20. J. D. Villasenor, B. Belzer, and J. Liao, "Wavelet filter evaluation for image compression," IEEE Trans. Image Process., vol. 4, no. 8, pp. 1053-1060, Aug. 1995.
21. Y. Cho and W. A. Pearlman, "Quantifying the coding performance of zerotrees of wavelet coefficients: Degree-k zerotree," IEEE Trans. Signal Process., vol. 55, no. 6, pp. 2425-2431, Jun. 2007.