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Vision locating method based RGB-D camera for amphibious spherical robots

机译:基于视觉定位的两栖球形机器人RGB-D摄像机

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摘要

Location system is crucial to many intelligent robots, especially for underwater robots. To increase the autonomous ability of amphibious spherical robots in underwater environment, an underwater vision locating system was designed in this paper, and the ToF (time of fly) camera (RGB-D camera) was used and introduced in this system. Through the image capture from the camera in water, two kinds of image information could be acquired, which are include color image and depth image. The theoretical analysis show that the location of objective could be calculate easily from those image information. In underwater environment, the depth information attenuated, a calibration experiment for distance correction was designed. These results were used for the coordinate establishing. The construction of the experimental environment and final results were provided. Through the analysis of experimental results, the feasibility of the vision locating method based the RGB-D camera was verified and this system will be used for providing the location of amphibious spherical robots in the future work.
机译:定位系统对于许多智能机器人(尤其是水下机器人)至关重要。为了提高两栖球形机器人在水下环境中的自主能力,本文设计了水下视觉定位系统,并在系统中使用并引入了ToF(飞行时间)相机(RGB-D相机)。通过从水中的照相机捕获图像,可以获得两种图像信息,包括彩色图像和深度图像。理论分析表明,根据这些图像信息可以很容易地计算出物镜的位置。在水下环境中,深度信息衰减,设计了用于距离校正的校准实验。这些结果用于坐标建立。提供了实验环境的构建和最终结果。通过对实验结果的分析,验证了基于RGB-D摄像机的视觉定位方法的可行性,并将该系统用于未来两栖球形机器人的定位。

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