Stereo Time-of-Flight with Constructive Interference

被引:2
|
作者
Castaneda, Victor [1 ,2 ]
Mateus, Diana [1 ,3 ]
Navab, Nassir [1 ]
机构
[1] Tech Univ Munich, Dept Comp Sci, D-85748 Munich, Bavaria, Germany
[2] Univ Chile, Fac Med, Lab Sci Image Anal, SCIAN Lab,BNI,ICBM, Santiago 8380453, Chile
[3] Helmholtz Zentrum, ICB, Munich, Germany
关键词
Time-of-Flight; multi-view system; constructive interference; sensor;
D O I
10.1109/TPAMI.2013.195
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes a novel method to acquire depth images using a pair of ToF (Time-of-Flight) cameras. As opposed to approaches that filter, calibrate or do 3D reconstructions posterior to the image acquisition, we combine the measurements of the two cameras within a modified acquisition procedure. The new proposed stereo-ToF acquisition is composed of three stages during which we actively modify the infrared lighting of the scene: first, the two cameras emit an infrared signal one after the other (stages 1 and 2), and then, simultaneously (stage 3). Assuming the scene is static during the three stages, we gather the depth measurements obtained with both cameras and define a cost function to optimize the two depth images. A qualitative and quantitative evaluation of the performance of the proposed stereo-ToF acquisition is provided both for simulated and real ToF cameras. In both cases, the stereo-ToF acquisition produces more accurate depth measurements. Moreover, an extension to the multi-view ToF case and a detailed study on the interference specifications of the system are included.
引用
收藏
页码:1402 / 1413
页数:12
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