Towards a multi-terminal video compression algorithm by integrating distributed source coding with geometrical constraints

Journal of Multimedia

Volumn 2, Issue 3, 2007, Pages 9-16

  Song, Bi ^a   Tuncel, Eterm ^a   Roy Chowdhury, Amit K ^a  

^a University of California Riverside   (United States)

Author keywords

Distributed motion estimation; Distributed source coding; Performance evaluation; Video compression

Indexed keywords

CAMERAS; CODES (SYMBOLS); IMAGE CODING; MOTION ESTIMATION; VIDEO RECORDING; VIDEO SIGNAL PROCESSING;

DISTRIBUTED MOTION ESTIMATIONS; DISTRIBUTED SOURCE CODING; EXPERIMENTAL ANALYSIS; FUTURE IMPROVEMENTS; GEOMETRIC CONSTRAINT; GEOMETRICAL CONSTRAINTS; PERFORMANCE EVALUATION; VIDEO COMPRESSION ALGORITHMS;

IMAGE COMPRESSION;

EID: 45949103857     PISSN: 17962048     EISSN: None     Source Type: Journal    
DOI: 10.4304/jmm.2.3.9-16     Document Type: Article

References (26)

1. A. Aaron and B. Girod, "Compression with side information using turbo codes," in IEEE Proceedings of the Data. Compression Conference, March 2002, Snowbird, UT, pp. 252-261.
2. J. Bajcsy and P. Mitran, "Coding for the Slepian-Wolf problem with turbo codes," in Proceedings of GLOBECOM, November 2001, pp. 1400-1404.
3. T. Berger, "Multiterminal source encoding," in The Information Theory Approach to Communications, G. Longo, Ed., CISM Courses and Lectures 229. Springer, New York, 1978.
4. F. Cabarcas and J. Garcia-Frias, "Approaching the Slepian-Wolf boundary using practical channel codes," in IEEE International Symposium on Information Theory, Chicago, IL, June/July 2004, p. 330.
5. J. C. Dagher, M. W. Marcellin and M. A. Neifeld, "A Method for Coordinating the Distributed Transmission of Imagery", in IEEE Trans. on Image Processing, pp. 1705-1717, July 2006.
6. M. Flierl and B. Girod, "Coding of multi-view image sequences with video sensors," in IEEE Intl. Conf. on Image Processing, 2006.
7. J. Garcia-Frias and Y. Zhao, "Compression of correlated binary sequences using turbo codes," IEEE Communications Letters, vol. 5, no 10, pp. 417-419, October 2001.
8. J. Garcia-Frias and W. Zhong, "LDPC codes for compression of multi-terminal sources with Hidden Markov correlation," IEEE Communications Letters, vol. 7, no 3, pp. 115-117, March 2003.
9. N. Gehrig and P. L. Dragotti, "DIFFERENT: DIstributed and Fully Flexible image EncodeRs for camEra sensor NeTworks," in ICIP 2005.
10. N. Gehrig and P. L. Dragotti, "Distributed Sampling and Compression of Scenes with Finite Rate of Innovation in Camera Sensor Networks," in Data Compression Conference 2006.
11. A. Gersho. Vector Quantization and Signal Compression, Kluwer Academic Publishers, Boston, MA, 1992.
12. B. Girod, A. Margot, S. Rane, and D. Rebollo-Monedero, "Distributed video coding," Proceedings of the IEEE, vol. 93, no 1, pp. 71-83, January 2005.
13. R. I. Hartley and A. Zisserman. Multiple View Geometry in Computer Vision, Cambridge University Press, 2000.
14. A. Liveris, Z. Xiong, and C. Georghiades, "Compression of binary sources with side information at the decoder using LDPC codes," IEEE Communications Letters, vol. 6, no 10, pp. 440-442, October 2002.
15. Y. Oohama, "Gaussian multiterminal source coding," IEEE Transactions on Information Theory, vol. 43, no 6, pp. 1912-1923, November 1997.
16. R. Puri and K. Ramchandran, "PRISM: A video coding architecture based on distributed compression principles," submitted to IEEE Transactions on Image Processing.
17. D. Schonberg, K. Ramchandran, and S. S. Pradhan, "Distributed code constructions for the entire Slepian-Wolf rate region for arbitrarily correlated sources," in IEEE Proceedings of the Data Compression Conference, March 2004, Snowbird, UT, pp. 292-301.
18. A. Sehgal, A. Jagmohan, and N. Ahuja, "Wyner-Ziv Coding of Video: An Error-Resilient Compression Framework," IEEE Transactions on Multimedia, vol. 6, no 2, pp. 249-258, April 2004.
19. D. Slepian and J. K. Wolf, "Noiseless coding of correlated information sources," IEEE Transactions on Information Theory, vol. 19, no 4, pp. 471-480, July 1973.
20. B. Song, O. Bursalioglu, E. Tuncel, A. Roy-Chowdhury, "Towards a multi-terminal video compression algorithm using epipolar geometry," IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, 2006.
21. B. Song, A. Roy-Chowdhury, and E. Tuncel, "A multiterminal model-based video compression algorithm," IEEE Intl. Conf. on Image Processing, 2006.
22. E. Tuncel, "Predictive coding of correlated sources," in IEEE Information Theory Workshop, pp. 111-116, San Antonio, TX, October 2004.
23. R. Wagner, R. Nowak, R. Baranuik, "Distributed image compression for sensor networks using correspondence analysis and superresolution," in ICIP 2003.
24. Y. Zhao and J. Garcia-Frias, "Data compression of correlated nonbinary sources using punctured turbo codes," in IEEE Proceedings of the Data Compression Conference, March 2002, Snowbird, UT, pp. 242-251.
25. Y. Yang, V. Stankovic, W. Zhao, and Z. Xiong, "Multiterminal video coding," in Information Theory and Applications Workshop, San Diego, CA, January 2007.
26. X. Zhu, A. Aaron, and B. Girod, "Distributed compression for large camera arrays," in IEEE Workshop on Statistical Signal Processing, September 2003.