Title :
Optimal estimation for error concealment in scalable video coding
Author :
Zhang, Rui ; Regunathan, Shankar L. ; Rose, Kenneth
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
fDate :
Oct. 29 2000-Nov. 1 2000
Abstract :
This work is concerned with scalable video coding and, specifically, with error concealment for the mitigation of damage caused by packet loss at the enhancement layer. We propose a frequency-domain error concealment scheme that makes full use of the information available at the decoder from both the current base layer, and prior enhancement layer frames. It employs a statistical model for the evolution of transform coefficients from frame to frame and implements the optimal estimate of the reconstructed coefficient. Moreover, the ideas underlying the proposed approach allow detection and correction of blocks that suffer from significant error propagation from past losses. Substantial PSNR gains are observed in the experiments.
Keywords :
data compression; decoding; discrete cosine transforms; frequency-domain analysis; image reconstruction; optimisation; parameter estimation; transform coding; video coding; PSNR gain; base layer; decoder; enhancement layer; enhancement layer frames; error concealment; error propagation; frequency-domain error concealment; optimal estimation; packet loss; reconstructed coefficient; scalable video coding; statistical model; transform coefficients; Computer errors; Decoding; Error correction; Estimation error; Frequency domain analysis; PSNR; Propagation losses; Quantization; Switches; Video coding;
Conference_Titel :
Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-6514-3
DOI :
10.1109/ACSSC.2000.911216