The precision of triangulation in monocular visual odometry

Nolang Fanani, R. Mester
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Abstract

We analyze the depth reconstruction precision and sensitivity of two-frame triangulation for the case of general motion, and focus on the case of monocular visual odometry, that is: a single camera looking mostly in the direction of motion. The results confirm intuitive assumptions about the limited triangulation precision close to the focus of expansion.
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单眼视觉里程计中三角测量的精度
分析了两帧三角剖分法在一般运动情况下的深度重建精度和灵敏度,并重点研究了单目视觉测程的情况,即单摄像机主要观察运动方向。结果证实了在膨胀焦点附近三角剖分精度有限的直观假设。
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