LOW-COMPLEXITY TEMPORAL ERROR CONCEALMENT BY MOTION VECTOR PROCESSING FOR MOBILE VIDEO APPLICATIONS

被引:1
作者
Dane, Goekce [1 ]
Ye, Yan [1 ]
Lee, Yen-Chi [1 ]
机构
[1] Qualcomm Inc, San Diego, CA USA
来源
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5 | 2008年
关键词
error concealment; motion analysis; mobile video;
D O I
10.1109/ICIP.2008.4712440
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a novel motion vector processing (MVP) approach for temporal error concealment (TEC) in mobile video applications. Most existing TEC techniques estimate the lost motion vectors by minimizing a given distortion such as boundary variation or neighbor matching in pixel domain, which requires high power consumption compared to approaches that do not use pixel information. In wireless video applications, power consumption is a crucial factor and adoption of video post-processing algorithms by mobile devices depends greatly on the complexity of the algorithms. The proposed algorithm uses only the received motion vectors without pixel data in the concealment process which achieves concealed video quality comparable to that of pixel domain approach but at much lower computational complexity. The performance gain is achieved by using new motion vector processing approaches that include (i) frame-to-frame motion detection, (ii) local motion classification and (iii) motion trajectory tracking. Furthermore, the proposed MVP-TEC approach provides better video quality compared to other TEC methods that do not perform motion analysis.
引用
收藏
页码:3056 / 3059
页数:4
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