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Acquisition of optical flow considering the pitching motion to estimate the self-position of a manta robot

Masaki Ikeda, Kota Mikuriya, Keigo Watanabe, Isaku Nagai

发表年份
2017
引用次数
1

摘要

The development of underwater exploration robots is expected for the biological research of aquatic life. In particular, biomimetic robots are possible to investigate aquatic organisms without affecting them seriously. A Manta robot has been already developed by mimicking the pectoral fin of the manta ray. Note however that it is difficult to obtain the self-position data, because small AUVs like a Manta robot can't communicate underwater with radio waves. As one approach to obtain the self-position data, a method of using optical flow is constructed in this paper. The amount of movement of the robot is estimated by using the optical flow obtained from a monocular camera, when the robot moves around an underwater structure or the bottom of the sea. Furthermore, after evaluating the influence of pitch motion of a Manta robot on the detection of an optical flow, an optical flow acquisition method is proposed using a noise removal filter and a gimbal mechanism to reduce such an influence on the detection. Finally, the effectiveness of the proposed method is confirmed by actual experiments.

关键词

RobotUnderwaterOptical flowComputer scienceComputer visionGimbalArtificial intelligenceMonocularNoise (video)Position (finance)

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