Recovery of image blocks using the method of alternating projections

IEEE Transactions on Image Processing

Volumn 14, Issue 4, 2005, Pages 461-473

  Park, Jiho ^a   Park, Dong Chul ^a   Marks II, Robert J ^a   El Sharkawi, Mohamed A ^a  

^a BAYLOR UNIVERSITY   (United States)

Author keywords

Alternating projections; Block loss recovery; Error concealment; Image and video transmission; JPEG; MPEG; Projections; Projections onto convex sets (POCS)

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; IMAGE CODING; IMAGE COMMUNICATION SYSTEMS; IMAGE COMPRESSION; INTERPOLATION; VECTORS;

ALTERNATING PROJECTIONS; BLOCK-LOSS RECOVERY; ERROR CONCEALMENT;

IMAGE RECONSTRUCTION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; EVALUATION; IMAGE ENHANCEMENT; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER GRAPHICS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 17444431954     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2004.842354     Document Type: Article

References (25)

1. JPEG Tech. Spec., Revision 8, JPEG-8-R8, ISO-IEC/JTC1/SC2/WP8, Aug. 1990.
2. ISO/IEC 13 818-2, Generic Coding of Moving Pictures and Associated Audio Information-Part 2: Video, ISO/IEC 13 818-2 MPEG-2 Video Coding Standard, 1995.
3. "Video codec for audiovisual services at p × 64 kbits /s," CCITT Draft Revision of Recommendation H.261, CCITT SC XV, Description of Reference Model 8* RM8), Doc. 525, 1989.
4. Y. Wang and Q. F. Zhu, "Error control and concealment for video communication: A review," in Proc. IEEE Multimedia Signal Processing May 1998, pp. 974-997.
5. Y. Wang, Q. F. Zhu, and L. Shaw, "Maximally smooth image recovery in transform coding," IEEE Trans. Commun., vol. 41, no. 10, pp. 1544-1551, Oct. 1993.
6. J. W. Park, J. W. Kim, and S. U. Lee, "DCT coefficients recovery-based error concealment technique and its application to the MPEG-2 bit stream error," IEEE Trans. Circuits Syst. Video Technol., vol. 7, no. 8, pp. 845-854, Dec. 1997.
7. X. Lee, Y.-Q. Zhang, and A. Leon-Garcia, "Information loss recovery for block-based image coding techniques-a fuzzy logic approach," IEEE Trans. Image Process., vol. 4, no. 3, pp. 259-273, Mar. 1995.
8. S. S. Hemami and T. H.-Y. Meng, "Transform coded image reconstruction exploiting interblock correlation," IEEE Trans. Image Process., vol. 4, no. 7, pp. 1023-1027, Jul. 1995.
9. S. Shirani, F. Kossentini, and R. Ward, "Reconstruction of baseline JPEG coded images in error prone environments," IEEE Trans. Image Process., vol. 9, no. 7, pp. 1292-1299, Jul. 2000.
10. Z. Alkachouh and M. G. Bellanger, "Fast DCT-based spatial domain interpolation of blocks in images," IEEE Trans. Image Process., vol. 9, no. 4, pp. 729-732, Apr. 2000.
11. H. Sun and W. Kwok, "Concealment of damaged blocks transform coded images using projections onto convex sets," IEEE Trans. Image Process., vol. 4, no. 4, pp. 470-477, Apr. 1995.
12. R. J. Marks II, "Alternating projections onto convex sets," in Deconvolution of Images and Spectra, P. A. Jansson, Ed. San Diego, CA: Academic, 1997, pp. 476-501.
13. H. Stark and Y. Yang, Vector Space Projections: A Numerical Approach to Signal and Image Processing, Neural Nets, and Optics. New York: Wiley, 1998.
14. D. C. Youla and H. Webb, "Image restoration by the method of convex projections: Part I-theory," IEEE Trans. Med. Imag., vol. MI-1, no. 1, pp. 81-94, Jan. 1982.
15. M. H. Goldburg and R. J. Marks II, "Signal synthesis in the presence of an inconsistent set of constraints," IEEE Trans. Circuits Syst., vol. CAS-32, no. 4, pp. 647-663, Apr. 1985.
16. D. C. Youla and V. Velasco, "Extensions of a result on the synthesis of signals in the presence of inconsistent constraints," IEEE Trans. Circuits Syst., vol. CAS-33, no. 4, pp. 465-468, Apr. 1986.
17. S. Oh, R. J. Marks, and L. E. Atlas, "Kernel synthesis for generalized time-frequency distributions using he method of alternating projections onto convex sets," IEEE Trans. Signal Process., vol. 42, no. 7, pp. 1653-1661, Jul. 1994.
18. R. Gonzalez and R. Woods, Digital Image Processing. Reading, MA: Addison-Wesley, 1992.
19. S. Tsekeridou and I. Pitas, "MPEG-2 error concealment based on block-matching principles," IEEE Trans. Circuits Syst. Video Technol., vol. 10, no. 4, pp. 646-658, Jun. 2000.
20. Y. Yang, N. P. Galatsanos, and A. K. Katsaggelos, "Projection-based spatially adaptive reconstruction of block transform compressed images," IEEE Trans. Image Process., vol. 4, no. 7, pp. 896-908, Jul. 1995.
21. Y. Yang and N. P. Galatsanos, "Removal of compression artifacts using projections onto convex sets and line process modeling," IEEE Trans. Image Process., vol. 10, no. 10, pp. 1345-1357, Oct. 1997.
22. M. Ancis and D. D. Giusto, "Reconstruction of missing blocks in JPEG picture transmission," in Proc. IEEE Pacific Rim Conf., Aug. 1999, pp. 288-291.
23. A. S. Tom, C. L. Yeh, and F. Chu, "Packet video for cell loss protection using deinterleaving and scrambling," in Proc. Int. Conf. Acoustics, Speech, and Signal Processing, Toronto, ON, Canada, May 1991, pp. 2857-2860.
24. A. Gersho and R. Gray, Vector Quantization and Signal Compression. Norwell, MA: Kluwer, 1992.
25. A. Papoulis, Probability, Random Variables, and Stochastic Processes New York: McGraw-Hill, 1984.