A confidence measure and iterative rank-based method for temporal registration

被引:1
|
作者
Singh, Meghna [1 ]
Mandal, Mrinal [1 ]
Basu, Anup [2 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB, Canada
[2] Univ Alberta, Edmonton, AB, Canada
关键词
temporal registration; confidence measure; video synchronization;
D O I
10.1109/ICASSP.2008.4517853
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In this paper we develop a confidence measure that can determine if a given set of samples is suitable for inclusion in the reconstruction of a higher resolution dataset. The confidence measure is formulated as a weighted combination of two well defined objective functions. We discuss the scope of the confidence measure and the two key factors that affect it: (i) non-uniformity of the samples and (ii) error in temporal registration. We also present a greedy iterative rank-based method that uses the confidence measure for reconstruction from multiple sample sets. The proposed method is evaluated with real video, audio and MRI data.
引用
收藏
页码:1289 / +
页数:2
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