GelBelt: A Vision-Based Tactile Sensor for Continuous Sensing of Large Surfaces

IF 4.6 2区 计算机科学 Q2 ROBOTICS IEEE Robotics and Automation Letters Pub Date : 2025-01-08 DOI:10.1109/LRA.2025.3527306
Mohammad Amin Mirzaee;Hung-Jui Huang;Wenzhen Yuan
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Abstract

Scanning large-scale surfaces is widely demanded in surface reconstruction applications and detecting defects in industries' quality control and maintenance stages. Traditional vision-based tactile sensors have shown promising performance in high-resolution shape reconstruction while suffering limitations such as small sensing areas or susceptibility to damage when slid across surfaces, making them unsuitable for continuous sensing on large surfaces. To address these shortcomings, we introduce a novel vision-based tactile sensor designed for continuous surface sensing applications. Our design uses an elastomeric belt and two wheels to continuously scan the target surface. The proposed sensor showed promising results in both shape reconstruction and surface fusion, indicating its applicability. The dot product of the estimated and reference surface normal map is reported over the sensing area and for different scanning speeds. Results indicate that the proposed sensor can rapidly scan large-scale surfaces with high accuracy at speeds up to 45 mm/s.
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GelBelt:用于大表面连续传感的基于视觉的触觉传感器
在表面重建应用和工业质量控制和维护阶段的缺陷检测中,广泛需要扫描大规模表面。传统的基于视觉的触觉传感器在高分辨率形状重建方面表现出良好的性能,但存在传感区域小或在表面滑动时容易损坏等局限性,不适合在大表面上进行连续传感。为了解决这些缺点,我们设计了一种新的基于视觉的触觉传感器,用于连续表面传感应用。我们的设计使用了一个弹性体带和两个轮子来连续扫描目标表面。该传感器在形状重建和表面融合方面均取得了良好的效果,表明了该传感器的适用性。在感应区域和不同扫描速度下,报告估计表面法线图和参考表面法线图的点积。结果表明,该传感器能够以高达45 mm/s的速度快速、高精度地扫描大型表面。
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来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
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