A joint source-channel distortion model for JPEG compressed images

IEEE Transactions on Image Processing

Volumn 15, Issue 6, 2006, Pages 1349-1364

  Sabir, Muhammad F ^a   Sheikh, Hamid Rahim ^a,b   Heath Jr , Robert W ^a   Bovik, Alan C ^a  

^a The University of Texas at Austin   (United States)

^b TEXAS INSTRUMENTS   (United States)

Author keywords

Distortion model; Joint source channel coding (JSCC); JPEG; Unequal power allocation (UPA)

Indexed keywords

BIT ERROR RATE; ERROR STATISTICS; IMAGE CODING; IMAGE QUALITY; MATHEMATICAL MODELS; MULTIMEDIA SYSTEMS; PULSE CODE MODULATION; SIGNAL TO NOISE RATIO;

DIFFERENTIAL PULSE-CODING MODULATION; DISTORTION MODEL; HUFFMAN CODING; JOINT PHOTOGRAPHIC EXPERTS GROUP (JPEG); JOINT SOURCE-CHANNEL CODING (JSCC); RUN-LENGTH CODING;

IMAGE COMPRESSION;

ALGORITHM; ARTICLE; ARTIFACT; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; COMPUTER NETWORK; COMPUTER SIMULATION; IMAGE ENHANCEMENT; INFORMATION PROCESSING; METHODOLOGY; SIGNAL PROCESSING; STATISTICAL ANALYSIS; STATISTICAL MODEL;

ALGORITHMS; ARTIFACTS; COMPUTER COMMUNICATION NETWORKS; COMPUTER GRAPHICS; COMPUTER SIMULATION; DATA COMPRESSION; DATA INTERPRETATION, STATISTICAL; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MODELS, STATISTICAL; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 33646877013     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.871118     Document Type: Article

References (40)

1. C. E. Shannon, "A mathematical theory of communication," Bell Syst. Tech. J., vol. 27, pp. 379-423, Jul. 1948.
2. J. W. Modestino and D. G. Daut, "Combined source-channel coding of images," IEEE Trans. Commun., vol. COM-27, no. 11, pp. 1644-1659, Nov. 1979.
3. J. W. Modestino, D. G. Daut, and A. L. Vickers, "Combined source-channel coding of images using the block cosine transmform," IEEE Trans. Commun., vol. COM-29, no. 9, pp. 1261-1274, Sep. 1981.
4. A. A. Alatan, M. Zhao, and A. N. Akansu, "Unequal error protection of SPIHT encoded image bit streams," IEEE J. Sel. Areas Commun., vol. 18, no. 6, pp. 814-818, Jun. 2000.
5. A. Alavi, R. Link, and S. Kallel, "Adaptive unequal error protection for subband image coding," IEEE Trans. Broadcast., vol. 46, no. 3, pp. 197-205, Sep. 2000.
6. N. Farvardin and V. Vaishampayan, "Optimal quantizer design for noisy channels: An approach to combined source-channel coding," IEEE Trans. Inf. Theory, vol. IT-33, no. 6, pp. 827-838, Nov. 1987.
7. W. B. Pennebaker and J. L. Mitchell, JPEG Still Image Data Compression Standard. New York: Van Nostrand Reinhold, 1993.
8. M. J. Ruf and J.W. Modestino, "Operational rate-distortion performance for joint source and channel coding of images," IEEE Trans. Image Process., vol. 8, no. 3, pp. 305-320, Mar. 1999.
9. K. Fazel and J. J. Lhuillier, "Application of unequal error protection codes on combined source-channel coding of images," in Proc. IEEE Int. Conf. Communication, vol. 3, Apr. 1990, pp. 898-903.
10. D. Comstock and J. Gibson, "Hamming coding of DCT-compressed images over noisy channels," IEEE Trans. Commun., vol. COM-32, no. 7, pp. 856-861, Jul. 1984.
11. N. Tanabe and N. Farvardin, "Suband image coding using entropy-coded quantization over noisy channels," IEEE J. Sel. Areas Commun., vol. 10, no. 6, pp. 926-943, Jun. 1992.
12. V. Chande and N. Farvardin, "Progressive transmission of images over memoryless noisy channels," IEEE J. Sel. Areas Commun., vol. 18, no. 6, pp. 850-860, Jun. 2000.
13. P. G. Sherwood and K. Zeger, "Progressive image coding for noisy channels," IEEE Signal Process. Lett., vol. 4, pp. 189-191, 7 1997.
14. P. Sherwood and K. Zeger, "Error protection for progressive image transmission over memoryless and fading channels," IEEE Trans. Commun., vol. 46, no. 12, pp. 1555-1559, Dec. 1998.
15. P. Cosman, J. Rogers, P. Sherwood, and K. Zeger, "Combined forward error control and packetized zerotree wavelet encoding for transmission of images over varying channels," IEEE Trans. Image Process., vol. 9, no. 6, pp. 982-993, Jun. 1998.
16. J. Rogers and P. Cosman, "Wavelet zerotree image compression with packetization," IEEE Signal Process. Lett., vol. 5, no. 5, pp. 105-107, May 1998.
17. A. J. Goldsmith and M. Effros, "Joint design of fixed-rate source codes and multiresolution channel codes," IEEE Trans. Commun., vol. 46, no. 10, pp. 1301-1312, Oct. 1998.
18. J. Hagenauer, "Rate compatible punctured convolutional codes and their applications," IEEE Trans. Commun., vol. 36, no. 4, pp. 389-400, Apr. 1988.
19. I. Kozintsev and K. Ramchandran, "Robust image transmission over energy-constrained time-varying channels using multiresolution joint source-channel coding," IEEE Trans. Signal Process., vol. 46, no. 4, pp. 1012-1026, Apr. 1998.
20. J. Garcia-Frias and J. D. Villasenor, "An analytical treatment of channel-induced distortion in run length coded subbands," in Proc. Data Compression Conf., Mar. 1997, pp. 52-61.
21. M. Bystrom and J. W. Modestino, "Combined source-channel coding schemes for video transmission over an additive white Gaussian noise channel," IEEE J. Sel. Areas Commun., vol. 18, no. 6, pp. 880-890, Jun. 2000.
22. G. Cheung and A. Zakhor, "Bit allocation for joint source/channel coding of scalable video," IEEE Trans. Image Process., vol. 9, no. 3, pp. 340-356, Mar. 2000.
23. Y. Eisenberg, C. Luna, T. Pappas, R. Berry, and A. Katsaggelos, "Joint source coding and transmission power management for energy efficient wireless video communications," IEEE Trans. Circuits Syst. Video Technol., vol. 12, no. 6, pp. 411-424, Jun. 2002.
24. A. Nosratinia, J. Lu, and B. Aazhang, "Source-channel rate allocation for progressive transmission of images," IEEE Trans. Commun., vol. 51, no. 2, pp. 186-196, Feb. 2003.
25. J. Cai and C. W. Chen, "Robust joint source-channel coding for image transmission over wireless channels," IEEE Trans. Circuits Syst. Video Technol., vol. 10, no. 9, pp. 962-966, Sep. 2000.
26. J. Kim, R. M. Mersereau, and Y. Altunbasak, "Error-resilient image and video transmission over the internet using unequal error protection," IEEE Trans. Image Process., vol. 12, no. 2, pp. 121-131, Feb. 2003.
27. P. Burlina and F. Alajaji, "An error resilient scheme for image transmission over noisy channels with memory," IEEE Trans. Image Process., vol. 7, no. 4, pp. 593-600, Apr. 1998.
28. H. Man, F. Kossentini, and M. J. T. Smith, "A family of efficient and channel error resilient wavelet/subband image coders," IEEE Trans. Circuits Syst. Video Technol., vol. 9, no. 2, pp. 95-108, Feb. 1999.
29. W. Xiang, S. A. Barbulescu, and S. S. Pietrobon, "Unequal error protection applied to jpeg image transmission using turbo codes," in Proc. IEEE Information Theory Workshop, 2001, pp. 64-66.
30. H. Gharavi and S. M. Alamouti, "Multipriority video transmission for third-generation wireless communication systems," Proc. IEEE, vol. 87, no. 10, pp. 1751-1763, Oct. 1999.
31. J. Hagenauer and T. Stockhammer, "Channel coding and transmission aspects for wireless multimedia," Proc. IEEE, vol. 87, no. 10, pp. 1164-1777, Oct. 1999.
32. J. Song and K. J. R. Liu, "Robust progressive image transmission over OFDM systems using space-time block code," IEEE Trans. Multimedia, vol. 4, no. 3, pp. 394-406, Sep. 2002.
33. Y. Wang and Q.-F. Zhu, "Error control and concealment for video communication: A review," Proc. IEEE, vol. 86, no. 5, pp. 974-997, May 1998.
34. N. Ohta, Packet Video: Modeling and Signal Processing. Norwood, MA: Artech House, 1994.
35. A. Alavi, R. Link, and S. Kallel, "Adaptive unequal error protection for subband image coding," IEEE Trans. Broadcast., vol. 46, no. 3, pp. 197-205, Sep. 2000.
36. K. M. Rose and A. Heiman, "Enhancement of one-dimensional variable-length DPCM images corrupted by transmission errors," IEEE Trans. Commun., vol. 37, no. 4, pp. 373-379, Apr. 1989.
37. W.-M. Lam and A. Reibman, "An error concealment algorithm for images subject to channel errors," IEEE Trans. Image Process., vol. 4, no. 5, pp. 533-542, May 1995.
38. K. Sayood, H. H. Otu, and N. Demir, "Joint source/channel coding for variable length codes," IEEE Trans. Commun., vol. 48, no. 5, pp. 787-794, May 2000.
39. R. Zhang, L. Regunathan, and K. Rose, "Optimal estimation for error concealment in scalable video coding," in Proc. Asilomar Conf. Signals, Systems, Computers, vol. 2, Nov. 2000, pp. 1374-1378.
40. M. K. Simon and M. S. Alouni, Digital Communication Over Fading Channels. New York: Wiley, 2000.