一种基于反射镜的环境传感紧凑单目深度估计系统

Yuxuan Chen, Ben Wang, Yujun Zhong, Qiongwei Li, Yi Jin
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引用次数: 0

摘要

环境感知是机器人感知中最具挑战性的问题之一。在传感系统中,立体摄像系统提供密集的信息,通常是较便宜的环境传感系统。在此基础上,提出了一种用于机器人环境感知的单目立体系统。该系统结合了一个扫视镜和一个工业相机,并在镜子旋转时捕捉环境图像。利用每个图像对应的相机相对姿态先验,可以方便地对立体图像进行校正,估计出周围环境的深度信息。通过小树脂模型和真实室内场景的实验验证了估计的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Mirror-based Compact Monocular Depth Estimation System for Environment Sensing
Environment sensing is one of the most challenging problem in robot sensing. Among the sensing systems, stereo camera systems provide dense information and usually is less expensive for environment sensing. Based on this, a monocular stereo system for robot environment sensing is proposed. The system combines a saccade mirror with an industrial camera and captures images of environment when the mirror rotates. With the prior of relative posture of cameras corresponding to each image, the stereo images can be easily rectified and the depth information of surroundings is estimated. The estimation accuracy is validated by experiments on small resin model and real-life indoor scene.
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