人工智能支持的灵巧操作任务多功能夹持系统

R. Edlinger, Christoph Föls, Ulrich Mitterhuber, A. Nüchter
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引用次数: 0

摘要

灵巧的移动机械手,能够执行广泛的任务是必不可少的非结构化的以人为中心的环境。特别是在时间和资源有限的救援场景中,抓握系统应该尽可能多用途,同时尽可能高效。此外,事故中的态势感知和能见度受损对于安全执行任务或自动化行为至关重要,从而为操作员提供支持。这项工作的主要贡献是一个多功能夹持系统,其技术和方法可用于救援和恢复操作以及处理危险材料。夹持系统由RGB和热摄像机以及目标检测算法补充,这些算法在嵌入式设备上实时运行,以便在恶劣和动态环境中进行鲁棒识别。所提出的多功能夹持系统已经在实验室实验和实际现场设施中进行了全面的评估和测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI supported Multi-Functional Gripping System for Dexterous Manipulation Tasks
Dexterous mobile manipulators that are capable of performing a wide array of tasks are essential for unstructured human-centered environments. Especially in rescue scenarios where time and resources are limited, a gripping system should be as versatile but at the same time as efficient as possible. In addition, situational awareness in accidents and impaired visibility is essential for safely performing missions or automating behaviors, and thus supporting operators. The main contribution of this work is a multi-functional gripping system with technologies and methods for manipulation in rescue and recovery operations as well as for handling hazardous materials. The gripping system is supplemented by an RGB and thermal camera and object detection algorithms, which run in real-time on an embedded device for robust recognition in harsh and dynamic environments. The proposed multi-functional gripping system has been thoroughly evaluated and tested in laboratory experiments and real field facilities.
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