JOURNAL ARTICLE

Multiframe error concealment for MPEG-coded video delivery over error-prone networks

Yen-Chi LeeY. AltunbasakR.M. Mersereau

Year: 2002 Journal:   IEEE Transactions on Image Processing Vol: 11 (11)Pages: 1314-1331   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Compressed video sequences are very vulnerable to channel disturbances when they are transmitted through an unreliable medium such as a wireless channel. Transmission errors not only corrupt the current decoded frame, but they may also propagate to succeeding frames. A number of post-processing error concealment (ECN) methods that exploit the spatial and/or temporal redundancy in the video signal have been proposed to combat channel disturbances. Although these approaches can effectively conceal lost or erroneous macroblocks (MBs), all of them only consider spatial and/or temporal correlation in a single frame (the corrupted one), which limits their ability to obtain an optimal recovery. Since the error propagates to the next few motion-compensated frames in the presence of lost MBs in an I or P frame, error concealment should simultaneously minimize the errors not only in the current decoded frame but also in the succeeding B and P frames that depend on the corrupted frame. We propose a novel multiframe recovery principle which analyzes the propagation of a lost MB into succeeding frames. Then, MPEG-compatible spatial and temporal error concealment approaches using this multiframe recovery principle are proposed, where the lost MBs are recovered in such a way that the error propagation is minimized.

Keywords:
Computer science Redundancy (engineering) Error concealment Frame (networking) Computer vision Channel (broadcasting) Decoding methods Error detection and correction Motion compensation Propagation of uncertainty Artificial intelligence Intra-frame Algorithm Telecommunications

Metrics

47
Cited By
3.71
FWCI (Field Weighted Citation Impact)
17
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing
Image and Video Quality Assessment
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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