GelTip: A Finger-shaped Optical Tactile Sensor for Robotic Manipulation
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Abstract (arXiv)
Sensing contacts throughout the fingers is an essential capability for a robot to perform manipulation tasks in cluttered environments. However, existing tactile sensors either only have a flat sensing surface or a compliant tip with a limited sensing area. In this paper, we propose a novel optical tactile sensor, the GelTip, that is shaped as a finger and can sense contacts on any location of its surface. The sensor captures high-resolution and color-invariant tactile images that can be exploited to extract detailed information about the end-effector's interactions against manipulated objects. Our extensive experiments show that the GelTip sensor can effectively localise the contacts on different locations of its finger-shaped body, with a small localisation error of approximately 5 mm, on average, and under 1 mm in the best cases. The obtained results show the potential of the GelTip sensor in facilitating dynamic manipulation tasks with its all-round tactile sensing capability. The sensor models and further information about the GelTip sensor can be found at http://danfergo.github.io/geltip.
Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Aug 2020.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 3; 2024: 2; 2025: 2; 2026: 2.
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- 2024Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AIcited by 175
- 2023General In-Hand Object Rotation with Vision and Touchcited by 87
- 2022DenseTact: Optical Tactile Sensor for Dense Shape Reconstructioncited by 13
- 2024TextToucher: Fine-Grained Text-to-Touch Generationcited by 11
- 2021A soft thumb-sized vision-based sensor with accurate all-round force perceptioncited by 9
- 2022Visual-Tactile Multimodality for Following Deformable Linear Objects Using Reinforcement Learningcited by 7
- 2025ConViTac: Aligning Visual-Tactile Fusion with Contrastive Representationscited by 7
- 2021Multimodal perception for dexterous manipulationcited by 2
- 2025DexSkin: High-Coverage Conformable Robotic Skin for Learning Contact-Rich Manipulationcited by 2
- 2026NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensorscited by 2
- 2023Towards Design and Development of an ArUco Markers-Based Quantitative Surface Tactile Sensorcited by 0
- 2023Generating Future Observations to Estimate Grasp Success in Cluttered Environmentscited by 0
- 2026Transparent Fragments Contour Estimation via Visual-Tactile Fusion for Autonomous Reassembly18 Mar 2026
- 2026NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensors10 Mar 2026
- 2025DexSkin: High-Coverage Conformable Robotic Skin for Learning Contact-Rich Manipulation23 Sep 2025
- 2025ConViTac: Aligning Visual-Tactile Fusion with Contrastive Representations25 Jun 2025
- 2024TextToucher: Fine-Grained Text-to-Touch Generation9 Sep 2024
- 2024Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI9 Jul 2024
- 2023Generating Future Observations to Estimate Grasp Success in Cluttered Environments18 Dec 2023
- 2023Towards Design and Development of an ArUco Markers-Based Quantitative Surface Tactile Sensor12 Oct 2023
- 2023General In-Hand Object Rotation with Vision and Touch18 Sep 2023
- 2022Visual-Tactile Multimodality for Following Deformable Linear Objects Using Reinforcement Learning31 Mar 2022
- 2022DenseTact: Optical Tactile Sensor for Dense Shape Reconstruction4 Jan 2022
- 2021Multimodal perception for dexterous manipulation28 Dec 2021
1 more
- 2024Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AIcited by 175
- 2023General In-Hand Object Rotation with Vision and Touchcited by 87
- 2022DenseTact: Optical Tactile Sensor for Dense Shape Reconstructioncited by 13
- 2024TextToucher: Fine-Grained Text-to-Touch Generationcited by 11
- 2021A soft thumb-sized vision-based sensor with accurate all-round force perceptioncited by 9
- 2022Visual-Tactile Multimodality for Following Deformable Linear Objects Using Reinforcement Learningcited by 7
- 2025ConViTac: Aligning Visual-Tactile Fusion with Contrastive Representationscited by 7
- 2021Multimodal perception for dexterous manipulationcited by 2
- 2025DexSkin: High-Coverage Conformable Robotic Skin for Learning Contact-Rich Manipulationcited by 2
- 2026NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensorscited by 2
- 2023Towards Design and Development of an ArUco Markers-Based Quantitative Surface Tactile Sensorcited by 0
- 2023Generating Future Observations to Estimate Grasp Success in Cluttered Environmentscited by 0
12 most cited of 13 All 13 (JSON)
- 2026Transparent Fragments Contour Estimation via Visual-Tactile Fusion for Autonomous Reassembly18 Mar 2026
- 2026NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensors10 Mar 2026
- 2025DexSkin: High-Coverage Conformable Robotic Skin for Learning Contact-Rich Manipulation23 Sep 2025
- 2025ConViTac: Aligning Visual-Tactile Fusion with Contrastive Representations25 Jun 2025
- 2024TextToucher: Fine-Grained Text-to-Touch Generation9 Sep 2024
- 2024Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI9 Jul 2024
- 2023Generating Future Observations to Estimate Grasp Success in Cluttered Environments18 Dec 2023
- 2023Towards Design and Development of an ArUco Markers-Based Quantitative Surface Tactile Sensor12 Oct 2023
- 2023General In-Hand Object Rotation with Vision and Touch18 Sep 2023
- 2022Visual-Tactile Multimodality for Following Deformable Linear Objects Using Reinforcement Learning31 Mar 2022
- 2022DenseTact: Optical Tactile Sensor for Dense Shape Reconstruction4 Jan 2022
- 2021Multimodal perception for dexterous manipulation28 Dec 2021
12 newest of 13 All 13 (JSON)