Abstract
A novel approach to Multiple Description Coding (MDC) of digital video is presented. In the proposed scheme, each descriptor carries a limited number of alternately selected coefficients, complemented with sorting information, which is used at the decoder to achieve an accurate interpolation of missing coefficients. In order to achieve an efficient compression reducing the overhead, a very effective JPEG-like syntax has been introduced to encode the side information. As compared to other approaches to MDC, the proposed strategy is characterized by an extremely low computational burden, while ensuring comparable overhead and almost seamless reconstruction from a single descriptor. Current implementation refers to a two-descriptors architecture, and is tested on intra-frames only, using a M-JPEG scheme for the simulation. Further studies are being conducted to extend the method to more descriptors and motion-compensated video coding.
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References
Goyal V.K. (2001). Multiple description coding: compression meets the network. IEEE Signal Process. Mag. 18(5): 74–93
Schulzrinne, H., Casner, S., Frederick, R., Jacobson, V.: RTP: a transport protocol for Real-Time applications. IETF rfc3550
Carle G. and Biersack E.W. (1997). Survey of error recovery techniques for IP-based audio-visual multicast applications. IEEE Net. 11: 24–36
Wang Y., Reibman A.R. and Lin S. (2005). Multiple description coding for video delivery. Proc. IEEE 93(1): 57–70
Chakareski J., Han S. and Girod B. (2005). Layered coding vs. multiple descriptions for video streaming over multiple paths. Springer Multimed. Syst. 10: 275–285
Lee Y.-C., Kim J., Altunbasak Y. and Mersereau R.M. (2003). Layered coding vs. multiple description coded video over error-prone networks. Signal Proc. Image Commun. 18(5): 337–356
Radha H., Vander Schaar M. and Chen Y. (2001). The MPEG-4 fine-grained scalable video coding method for multimedia streaming over IP. IEEE Trans. Multimed. 3(1): 53–68
Kim J., Mersereau R.M. and Altunbasak Y. (2005). Distributed video streaming using multiple description coding and unequal error protection. IEEE Trans. Image Process. 14(7): 849–861
Vaishampayan V.A. (1993). Design of multiple description scalar quantizers. IEEE Trans. Inform. Theory 39(3): 821–834
Apostolopoulos, J.G.: Reliable video communication over lossy packet networks using multiple state encoding and path diversity. In: Proceedings VCIP, San Jose, USA, January 2001, pp. 392–409
Reibman A., Jafarkhani H., Wang Y., Orchard M. and Puri R. (2002). Multiple-description video coding using motion-compensated temporal prediction. IEEE Trans. Circuits Syst. Video Technol. 12(3): 193–204
Tillo, T., Grangetto, M., Olmo, G.: Multiple description coding with error correction capabilities: an application to Motion JPEG 2000. In: Proceedings of the International Conference on Image Processing, ICIP 2004, pp. 3129–3132 (2004)
Wolf J.K., Wyner A.D. and Ziv J. (1980). Source coding for multiple descriptions. Bell Syst. Technol. J. 59(8): 1417–1426
Yang X. and Ramchandran K. (2000). Optimal subband filter banks for multiple description coding. IEEE Trans. Inform. Theory 46(7): 2477–2490
Wang Y. and Wu C. (2005). Low complexity multiple description coding method for networked video. Signal Proces. Image Commun. 20(5): 447–457
Franchi N., Fumagalli M., Lancini R. and Tubaro S. (2003). Multiple description video coding for scalable and robust transmission Over IP. IEEE Trans. Circuits Syst. Video Technol. 15(3): 321–334
Neff R. and Zakhor A. (1997). Very low bit-rate video coding based on matching pursuits. IEEE Trans. Circuits Syst. Video Technol. 7: 158–171
Tang X. and Zakhor A. (2002). Matching pursuits multiple description coding for wireless video. IEEE Trans. Circuits Syst. Video Technol. 12(6): 566–575
Orchard M.T., Wang Y., Vaishampayan V. and Reibman A.R. (2001). Multiple description coding using pairwise correlating transforms. IEEE Trans. Image Proces. 10(3): 351–366
Reibman, A., Jafarkhani, H., Wang, Y., Orchard, M.: Multiple description video using rate-distortion splitting. Proceedings Of the International Conference on Image Processing, ICIP 2001, pp. 978–981 (2001)
Matty K.R. and Kondi L.P. (2005). Balanced multiple description video coding using optimal partitioning of the DCT coefficients. IEEE Trans. Circuits Syst. Video Technol 15(7): 928–935
Pereira M., Antonini M. and Barlaud M. (2003). Multiple description image and video coding for wireless channels. Signal Process. Image Commun. 18(10): 925–945
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Conci, N., De Natale, F.G.B. Real-time multiple description intra-coding by sorting and interpolation of coefficients. SIViP 1, 1–10 (2007). https://doi.org/10.1007/s11760-007-0009-4
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DOI: https://doi.org/10.1007/s11760-007-0009-4