mlsanityData to 7 Oct 2026

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

arXiv 2501.06263 ↗First posted 9 Jan 2025cs.CV cs.ROcited by 2

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Abstract (arXiv)

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.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 14 of its 39 references that are in the map. First posted on arXiv 9 Jan 2025.

Builds on

14 of 39 references.

References · 14

  1. 2018More Than a Feeling: Learning to Grasp and Regrasp using Vision and Touchcited by 100
  2. 2018GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Fingercited by 50
  3. 2021GelSlim3.0: High-Resolution Measurement of Shape, Force and Slip in a Compact Tactile-Sensing Fingercited by 39
  4. 2021GelSight Wedge: Measuring High-Resolution 3D Contact Geometry with a Compact Robot Fingercited by 34
  5. 2017Improved GelSight Tactile Sensor for Measuring Geometry and Slipcited by 27
  6. 2020Simulation of Vision-based Tactile Sensors using Physics based Renderingcited by 15
  7. 2021Soft Biomimetic Optical Tactile Sensing with the TacTip: A Reviewcited by 14
  8. 2023GelSight Svelte: A Human Finger-shaped Single-camera Tactile Robot Finger with Large Sensing Coverage and Proprioceptive Sensingcited by 10
  9. 2022GelSight Fin Ray: Incorporating Tactile Sensing into a Soft Compliant Robotic Grippercited by 9
  10. 2020Soft, Round, High Resolution Tactile Fingertip Sensors for Dexterous Robotic Manipulationcited by 8
  11. 2022In-Hand Manipulation of Unknown Objects with Tactile Sensing for Insertioncited by 6
  12. 2023GelSight360: An Omnidirectional Camera-Based Tactile Sensor for Dexterous Robotic Manipulationcited by 4
2 more
  1. 2023Robotic Defect Inspection with Visual and Tactile Perception for Large-scale Componentscited by 4
  2. 2024RoTip: A Finger-Shaped Tactile Sensor with Active Rotation Capabilitycited by 1

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Citing papers per year: 2025: 2.

2 papers.