Automatic, fast, online calibration between depth and color cameras

被引:21
作者
Mikhelson, Ilya V. [1 ]
Lee, Philip G. [1 ]
Sahakian, Alan V. [1 ,2 ]
Wu, Ying [1 ]
Katsaggelos, Aggelos K. [1 ]
机构
[1] Northwestern Univ, Dept Elect Engn & Comp Sci, Evanston, IL 60208 USA
[2] Northwestern Univ, Dept Biomed Engn, Evanston, IL 60208 USA
关键词
Calibration; Depth cameras; Color cameras; Automatic; Online; Fast; Point cloud; Point correspondence;
D O I
10.1016/j.jvcir.2013.03.010
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Automatic camera calibration has remained a hard topic in computer vision since its inception due to its reliance on the image correspondence problem. This problem becomes even more pronounced when calibrating a depth image with a color image due to a lack of simple correspondences between the two modalities. In this work, we develop a completely automatic, very fast, online algorithm that demonstrates how a consumer-grade depth camera can be calibrated with a color camera with minimal user interaction. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:218 / 226
页数:9
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