Real-time texture-based 3-D tracking

被引:0
|
作者
Sepp, W [1 ]
Hirzinger, G [1 ]
机构
[1] German Aerosp Ctr, DLR, Inst Robot & Mechatron, D-82234 Wessling, Germany
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a tracking approach for textured surfaces which recovers the object motion in 6 degrees of freedom. We assume an arbitrary but known surface shape, and an image of the object at a known reference pose. We extend the 2-D tracking framework of Hager et al. [1] to tracking in 3-D and under full perspective projection. The algorithm is evaluated to ground-truth motion and shows high accuracy. Thanks to problem-specific optimizations we achive tracking at video-rate.
引用
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页码:330 / 337
页数:8
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