GelSight360: An Omnidirectional Camera-Based Tactile Sensor for Dexterous Robotic Manipulation
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Abstract (arXiv)
Camera-based tactile sensors have shown great promise in enhancing a robot's ability to perform a variety of dexterous manipulation tasks. Advantages of their use can be attributed to the high resolution tactile data and 3D depth map reconstructions they can provide. Unfortunately, many of these tactile sensors use either a flat sensing surface, sense on only one side of the sensor's body, or have a bulky form-factor, making it difficult to integrate the sensors with a variety of robotic grippers. Of the camera-based sensors that do have all-around, curved sensing surfaces, many cannot provide 3D depth maps; those that do often require optical designs specified to a particular sensor geometry. In this work, we introduce GelSight360, a fingertip-like, omnidirectional, camera-based tactile sensor capable of producing depth maps of objects deforming the sensor's surface. In addition, we introduce a novel cross-LED lighting scheme that can be implemented in different all-around sensor geometries and sizes, allowing the sensor to easily be reconfigured and attached to different grippers of varying DOFs. With this work, we enable roboticists to quickly and easily customize high resolution tactile sensors to fit their robotic system's needs.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 9 Apr 2023.
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Citing papers per year: 2024: 1; 2025: 2; 2026: 1.
4 papers.
- 2024Transferable Tactile Transformers for Representation Learning Across Diverse Sensors and Taskscited by 44
- 2025GelBelt: A Vision-based Tactile Sensor for Continuous Sensing of Large Surfacescited by 2
- 2026NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensorscited by 2
- 2025A Modularized Design Approach for GelSight Family of Vision-based Tactile Sensorscited by 0
- 2026NLiPsCalib: An Efficient Calibration Framework for High-Fidelity 3D Reconstruction of Curved Visuotactile Sensors10 Mar 2026
- 2025A Modularized Design Approach for GelSight Family of Vision-based Tactile Sensors20 Apr 2025
- 2025GelBelt: A Vision-based Tactile Sensor for Continuous Sensing of Large Surfaces9 Jan 2025
- 2024Transferable Tactile Transformers for Representation Learning Across Diverse Sensors and Tasks19 Jun 2024