Abstract
In this research, a JSCC (Joint Source-Channel Coding) video coding system based on the optimization of end-to-end distortions is proposed. To this end, a model describing the rate and distortion of video contents in the error-prone environment is established and estimated. Based on the constructed models, the proposed system is capable of controlling coding parameters, such as channel code rate, quantization parameters, and number of packets, adaptively in accordance with the channel condition and bit rate budge, to optimize the quality of received video at decoder side. Experimental results show that our proposed JSCC system can improve PSNR by up to 5 dB, with respect to the traditional EEP (Equal error protection) technique.
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References
Wang, Y., Wenger, S., Wen, J., Katsaggelos, A.K.: Error Resilient Video Coding Techniques. IEEE Signal Processing Magazine 17, 61–82 (2000)
Wang, Y., Zhu, Q.-F.: Error Control and Concealment for Video Communication: A Review. Proc. of the IEEE 86(5), 974–997 (1998)
Srinivasan, M., Chellappa, R.: Adaptive source-channel subband video coding for wireless channels. IEEE Journal on Selected Areas in Communications 16(9), 1830–1839 (1998)
He, Z., Cai, J., Chen, C.W.: Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding. IEEE Trans. on Circuits and Systems for Video Tech. 12(6), 511–523 (2002)
Stuhlmuller, K., Farber, N., Link, M., Girod, B.: Analysis of video transmission over lossy channel. IEEE Journal on Selected Areas in Communications 18(6), 1012–1032 (2000)
Eisenberg, Y., Zhai, F., Papppas, T.N., Berry, R., Katsaggelos, A.K.: VAPOR: Variance-aware per-pixel optimal resource allocation. IEEE Trans. on Image Processing 15(2), 289–299 (2006)
Cote, G., Shirani, S., Kossentini, F.: Optimal mode selection and synchronization for robust video communication over error-prone networks. IEEE Journal on Selected Areas in Communications 18(6), 952–965 (2000)
Zhang, R., Regunathan, S.L., Rose, K.: Video coding with optimal inter/intra-mode switching for packet loss resilience. IEEE Journal on Selected Areas in Communications 18(6), 966–976 (2000)
Ribas-Corbera, J., Lei, S.: Rate control in DCT video coding for low-delay communications. IEEE Trans. on Circuits and Systems for Video Technology 9(1), 172–185 (1999)
He, Z., Kim, Y., Mitra, S.K.: Object-level bit allocation and scalable rate control for MPEG-4 video coding. In: Proc. of Workshop and Exhibition on MPEG-4, San Jose (June 2001)
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© 2006 Springer-Verlag Berlin Heidelberg
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Lie, WN., Gao, ZW., Liu, TL., Jui, PC. (2006). Joint Source-Channel Video Coding Based on the Optimization of End-to-End Distortions. In: Chang, LW., Lie, WN. (eds) Advances in Image and Video Technology. PSIVT 2006. Lecture Notes in Computer Science, vol 4319. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11949534_84
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DOI: https://doi.org/10.1007/11949534_84
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-68297-4
Online ISBN: 978-3-540-68298-1
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