Home /Research /GelStereo 2.0: An Improved GelStereo Sensor With Multimedium Refractive Stereo Calibration
MANIPULATION

GelStereo 2.0: An Improved GelStereo Sensor With Multimedium Refractive Stereo Calibration

Chaofan Zhang, Shaowei Cui, Shuo Wang, Jingyi Hu, Yinghao Cai, Rui Wang, Yu Wang

Year
2023
Citations
23

Abstract

Visuotactile sensors have significant advantages in high-resolution contact shape sensing, which is crucial for robots to locate and manipulate objects. However, high precision and robust 3-D geometry sensing is still a challenging problem. In this article, we propose an improved GelStereo sensor, named GelStereo 2.0, with a more stable and compact structure. A refractive stereo ray tracing modeling method is proposed to eliminate 3-D geometry reconstruction errors caused by multimedium light refraction. In addition, we introduce a novel calibration method named multiple contact depths to obtain refractive parameters, which only needs a few pressings using calibration boards. Extensive experimental results show that the measurement error of contact surface depth is less than 0.15 mm. Furthermore, two well-calibrated sensors mounted on the gripper are successfully applied to a fingertip bolt screwing task, which demonstrates the effectiveness of the GelStereo 2.0 sensor and the proposed tactile 3-D geometry sensing method.

Keywords

Tactile sensorCalibrationArtificial intelligenceRefractionComputer visionComputer scienceRay tracing (physics)OpticsRobotMathematics

Related papers

Browse all MANIPULATION papers