Optimal block boundary pre/postfiltering for wavelet-based image and video compression

IEEE Transactions on Image Processing

Volumn 14, Issue 12, 2005, Pages 2151-2158

  Liang, Jie ^a   Tu, Chengjie ^b   Tran, Trac D ^c  

^a SIMON FRASER UNIVERSITY   (Canada)

^b MICROSOFT   (United States)

^c Johns Hopkins University   (United States)

Author keywords

JPEG 2000; Pre postfilter; Three dimensional (3 D) wavelet video coding; Tiling artifact removal; Wavelet transform

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; BLOCK CODES; IMAGE CODING; IMAGE QUALITY; MATRIX ALGEBRA; WAVELET TRANSFORMS;

BOUNDARY FILTER BANK; JPEG 2000; THREE-DIMENSIONAL WAVELET VIDEO CODING; TILING ARTIFACT REMOVAL; WAVELET-BASED IMAGE COMPRESSION; WAVELET-BASED VIDEO COMPRESSION;

IMAGE COMPRESSION;

ALGORITHM; ARTICLE; ARTIFACT; ARTIFICIAL INTELLIGENCE; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; EVALUATION; IMAGE ENHANCEMENT; INFORMATION PROCESSING; MATHEMATICAL COMPUTING; METHODOLOGY; SIGNAL PROCESSING; VIDEORECORDING;

ALGORITHMS; ARTIFACTS; ARTIFICIAL INTELLIGENCE; COMPUTER GRAPHICS; DATA COMPRESSION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; SIGNAL PROCESSING, COMPUTER-ASSISTED; VIDEO RECORDING;

EID: 28844506345     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2005.857244     Document Type: Article

References (25)

1. H. Pack, R.-C. Kim, and S.-U. Lee, "On the POCS-based postprocessing technique to reduce the blocking artifacts in transform coded images," IEEE Trans. Circuits Syst. Video Technol., vol. 8, no. 3, pp. 358-367. Jun. 1998.
2. T. Chen, H. R. Wu, and B. Qm, "Adaptive postfiltering of transform coefficients for the reduction of blocking artifacts," IEEE Trans. Circuits Syst. Video Technol., vol. 11, no. 5, pp. 594-602, May 2001.
3. H. S. Malvar, Signal Processing with Lapped Transforms. Norwood, MA: Artech House, 1992.
4. D S. Taubman and M. W. Marcellin, JPEG 2000: Image Compression Fundamentals, Standards, and Practices. Norwell, MA: Kluwer, 2002.
5. D. Taubman and A. Zakhor, "Multirate 3-D subband coding of video," IEEE Trans. Image Process., vol. 3, no. 5, pp. 572-589, May 1994.
6. J.-R. Ohm, "Three-dimensional subband coding with motion compensation," IEEE Trans. Image Process., vol. 3, no. 5, pp. 559-571, May 1994.
7. S.-J. Choi and J. W. Woods, "Motion-compensated 3-D subband coding of video," IEEE Trans. Image Process., vol. 8, no. 2, pp. 155-167, Feb. 1999.
8. B.-J. Kim, Z. Xiong, and W. A. Pearman, "Low bit-rate scalable video coding with 3-D set partitioning in hierarchical trees (3-D SPIHT)," IEEE Trans. Circuits Syst. Video Tcchnol., vol. 10, no. 12, pp. 1365-1374, Dec. 2000.
9. J. Xu, Z. Xiong, S. Li, and Y. Zhang, "3-D embedded subband coding with optimal truncation (3-D ESCOT)," J. Appl. Comput. Harmon. Anal., vol. 10, pp. 290-315, May 2001.
10. S.-T. Hsiang and J. W. Woods, "Embedded video coding using invertible motion compensated 3-D subband/wavelet filter bank," Signal Process., Image Commun., vol. 16, pp. 705-724, May 2001.
11. K. Berkner and E. Schwartz, "Removal of tile artifacts using projection onto scaling functions for JPEG 2000," in Proc. IEEE Conf. Image Processing, vol. 1, Rochester, NY, Sep. 2002, pp. 373-376.
12. J. Xu, Z. Xiong, S. Li, and Y.-Q. Zhang, "Memory-constrained 3-D wavelet transform for video coding without boundary effects," IEEE Trans. Circuits Syst. Video Technol., vol. 12, no. 9, pp. 812-818, Sep. 2002.
13. Kharitonenko, X. Zhang, and S. Twelves, "A wavelet transform with point-symmetric extension at tile boundaries," IEEE Trans. Image Process., vol. 11, no. 12, pp. 1357-1364, Dec. 2002.
14. J. Wei, M. Pickering, M, Frater, and J. Arnold, "A new method for reducing boundary artifacts in blocking-based wavelet image compression," Proc. SPIE, vol. 4067, pp. 1290-1295, 2000.
15. J. Wei, M. Pickering, M. Frater, J. Boman, and J. Arnold, "A new method for boundary artefact reduction in JPEG 2000," in Proc. IEEE Conf. Image Processing, vol. 3, 2001, pp. 772-775.
16. J. Wei, M. Pickering, M. Frater, J. Boman, J. Arnold, and W. Zeng. Boundary artifact reduction using odd tile length and the low pass first convention (OTLPF). presented at Proc. SPIE Conf. Applications of Digital Image Process. Online. Available: http://citeseer.ist.psu.edu/ 464234.html
17. T. D. Tran, J. Liang, and C. Tu, "Lapped transform via time-domain pre- and post-processing," IEEE Trans. Signal Process., vol. 51, no. 6, pp. 1557-1571, Jun. 2003.
18. N. S. Jayant and P. Noll, Digital Coding of Waveforms. Englewood Cliffs, NJ: Prentice-Hall, 1984.
19. Djokovic and P. P Vaidyanathan, "On optimal analysis/synthesis filters for coding gain maximization," IEEE Trans. Signal Process., vol. 44, no. 5, pp. 1276-1279, May 1996.
20. J. Tuqan and P. P. Vaidyanathan, "Statistically optimum pre- and postfiltering in quantization," IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol. 44, no. 6, pp. 1015-1031, Dec. 1997.
21. M J. Shensa, "The discrete wavelet transform: Wedding the a trous and Mallat algorithms," IEEE Trans. Signal Process., vol. 40, no. 10, pp. 2464-2482, Oct. 1992.
22. X.-G. Xia, C.-C. J. Kup, and Z. Zhang, "Wavelet coefficient computation with optimal prefiltering," IEEE Trans. Signal Process., vol. 42, no. 8, pp. 2191-2197, Aug. 1994.
23. X.-G. Xia, J. S. Gerommo, D. P. Hardin, and B. W. Suter, "Design of prefilters for discrete multiwavelet transforms," IEEE Trans. Signal Process., vol. 44, no. 1, pp. 25-35, Jan. 1996.
24. Kakadu Version 3.4. D. Taubman. (2001). Online. Available: http://www. kakadusoftware.com
25. Z. Xiong, X. Wu, S. Cheng, and J. Hua, "Lossy-to-lossless compression of medical volumetric data using three-dimentional integer wavelet transforms," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 459-470, Mar. 2003.