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Constrained Monocular Obstacle Perception with Just One Frame

机译:用一帧限制单眼障碍感知

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This paper presents a monocular perception system tested on wheeled mobile robots. Its significant contribution is the use of a single image to obtain depth information (one bit) when robots detect obstacles. The constraints refer to the environment. Flat and homogeneous floor radiance is assumed. Results emerge from using a set of multi-resolution focus measurement thresholds to avoid obstacle collision. The algorithm’s simplicity and the robustness achieved can be considered the key points of this work. On-robot experimental results are reported and a broad range of indoor applications is possible. However, false obstacle detection occurs when the constraints fail. Thus, proposals to overcome it are explained.
机译:本文介绍了在轮式移动机器人上测试的单眼感知系统。其显着贡献是在机器人检测到障碍物时使用单个图像来获得深度信息(一位)。约束是指的是环境。假设平坦和均匀的地板光线。结果出现了使用一组多分辨率聚焦测量阈值来避免障碍碰撞。算法的简单性和实现的稳健性可以被认为是这项工作的关键点。报告了机器人实验结果,并且可以进行广泛的室内应用。但是,当约束失败时发生错误的障碍物检测。因此,解释了克服它的建议。

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