Spacetime stereo: A unifying framework for depth from triangulation

被引:150
作者
Davis, J
Nehab, D
Ramamoorthi, R
Rusinkiewicz, S
机构
[1] USA, Honda Res Inst, Mountain View, CA 94041 USA
[2] Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA
[3] Columbia Univ, Dept Comp Sci, New York, NY 10027 USA
关键词
depth from triangulation; stereo; spacetime stereo;
D O I
10.1109/TPAMI.2005.37
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Depth from triangulation has traditionally been investigated in a number of independent threads of research, with methods such as stereo, laser scanning, and coded structured light considered separately. In this paper, we propose a common framework called spacetime stereo that unifies and generalizes many of these previous methods. To show the practical utility of the framework, we develop two new algorithms for depth estimation: depth from unstructured illumination change and depth estimation in dynamic scenes. Based on our analysis, we show that methods derived from the spacetime stereo framework can be used to recover depth in situations in which existing methods perform poorly.
引用
收藏
页码:296 / 302
页数:7
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