Error concealment in MPEG video streams over ATM networks

被引:63
|
作者
Salama, P [1 ]
Shroff, NB
Delph, EJ
机构
[1] Indiana Univ Purdue Univ, Purdue Sch Engn & Technol, Dept Elect & Comp Engn, Indianapolis, IN 46202 USA
[2] Purdue Univ, Sch Elect & Comp Engn, Network Engn & Wireless Syst Res Lab, W Lafayette, IN 47907 USA
[3] Purdue Univ, Sch Elect & Comp Engn, Video & Image Proc Lab, W Lafayette, IN 47907 USA
基金
美国国家科学基金会;
关键词
ATM; cell loss; cell packing; error concealment; motion vectors; Markov random field; spatial reconstruction; temporal reconstruction;
D O I
10.1109/49.848263
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
When transmitting compressed video over a data network, one has to deal with how channel errors affect the decoding process. This is particularly a problem with data loss or erasures. In this paper we describe techniques to address this problem in the contest of Asynchronous Transfer Mode (ATM) networks. Our techniques can be extended to other types of data networks such as wireless networks. In ATM networks channel errors or congestion cause data to be dropped, which results in the loss of entire macroblocks when MPEG video is transmitted. In order to reconstruct the missing data, the location of these macroblocks must be known. We describe a technique for packing ATM cells with compressed data, whereby the location of missing macroblocks in the encoded video stream can be found. This technique also permits the proper decoding of correctly received macroblocks, and thus prevents the loss of ATM cells from affecting the decoding process. The packing strategy can also be used for wireless or other types of data networks. We also describe spatial and temporal techniques for the recovery of lost microblocks. In particular, we develop several optimal estimation techniques for the reconstruction of missing macroblocks that contain both spatial and temporal information using a Markov random field model. We further describe a sub-optimal estimation technique that can be implemented in real time.
引用
收藏
页码:1129 / 1144
页数:16
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