水下
校准
机械臂
计算机科学
遥控水下航行器
人工智能
计算机视觉
机器人
遥感
环境科学
移动机器人
地质学
海洋学
物理
量子力学
作者
Dimitris Voskakis,Eleni Kelasidi,Nikos Papandroulakis
标识
DOI:10.1109/icara60736.2024.10552983
摘要
This paper presents the design and implementation of a 4 degrees of freedom (DoF) robotic arm to assist in the calibration process for underwater cameras in aquaculture conditions. New imaging technologies with remarkable accomplishments have come to the forefront, offering a new field of research in underwater domain. To achieve accurate predictions using underwater cameras, it necessitates high estimations with proper camera calibration, especially in the aquatic environments where the challenges arise. Taking into consideration the necessity for accuracy in aquaculture image applications, a proper calibration system had to be made. In this work, we propose a novel, low-cost, user-friendly and easy to handle calibration process using an underwater robotic arm that calibrates the cameras with a pattern of known distances (checkerboard) as reference points. The arm consists of three revolute joints that can position the calibration pattern to the desired orientations, while a prismatic joint can steer it vertically. The system is designed and manufactured to operate in real conditions and has been evaluated at various aquaculture units in Greece, with highly relevant results.
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