Title :
Enhanced error resilience of video communications for burst losses using an extended ROPE algorithm
Author :
Liao, Yiting ; Gibson, Jerry D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA
Abstract :
Video communications over wireless networks suffers various patterns of losses, including burst losses that cause great degradation in video quality. In this paper, we propose an algorithm based on recursive optimal per-pixel estimate (ROPE) to accurately estimate the overall distortion accounting for the loss pattern. The estimated distortion is applied to the rate-distortion (RD)-based mode selection to provide the optimal tradeoff between intra and inter coding. Simulation results show that in lossy networks, the proposed extended ROPE algorithm achieves gains in average PSNR and PSNRr,f by up to 0.8 dB and 3.6 dB respectively. This shows that the proposed algorithm can enhance error resilience for video communications over networks with burst losses.
Keywords :
radio networks; rate distortion theory; recursive estimation; video coding; video communication; burst losses; distortion estimation; error resilience; extended ROPE algorithm; inter coding; intra coding; lossy network; rate-distortion based mode selection; recursive optimal per-pixel estimate; video communication; video quality; wireless network; Computer errors; Degradation; PSNR; Quantization; Rate-distortion; Recursive estimation; Resilience; Robustness; Telecommunication network reliability; Wireless networks; error resilience; packet loss; rate-distortion; video communications;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959968