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most citedTacPalm: A Soft Gripper with a Biomimetic Optical Tactile Palm for Stable Precise Grasping

30 citations · 50 across the 18 of their papers we have counts for

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cs.RO2026

FEM-Validated Real-Time Modelling of Soft Tactile Deformation

Silvia Terrile, Kaichen Shi, Taejun Kwon +5

Accurate modelling of soft tactile sensors remains difficult because finite element methods (FEM) are computa- tionally expensive, while real-time simulators often lack fidelity fo…

cs.RO2026

Towards Artificial Nerves: Biomimetic Optical-Fiber Tactile Sensing for Robots

Laura E. Butcher, Chris J. Ford, Nathan F. Lepora +1

Robotic systems increasingly demand tactile sensing that approaches the adaptability and resolution of human skin to enable dexterous manipulation and safe interaction. OptiTac is…

cs.RO2026

How to Train your Tactile Model: Tactile Perception with Multi-fingered Robot Hands

Christopher J. Ford, Kaichen Shi, Laura Butcher +2

Rapid deployment of new tactile sensors is essential for scalable robotic manipulation, especially in multi-fingered hands equipped with vision-based tactile sensors. However, curr…

cs.RO2026

SoftHand Model-W: A 3D-Printed, Anthropomorphic, Underactuated Robot Hand with Integrated Wrist and Carpal Tunnel

Dhillon B. Merritt, Christopher J. Ford, Haoran Li +4

This paper presents the SoftHand Model-W: a 3D-printed, underactuated, anthropomorphic robot hand based on the Pisa/IIT SoftHand, with an integrated antagonistic tendon mechanism a…

cs.RO2026

UniForce: A Unified Latent Force Model for Robot Manipulation with Diverse Tactile Sensors

Zhuo Chen, Fei Ni, Kaiyao Luo +7

Force sensing is essential for dexterous robot manipulation, but scaling force-aware policy learning is hindered by the heterogeneity of tactile sensors. Differences in sensing pri…

cs.RO2025

TacFinRay: Soft Tactile Fin-Ray Finger with Indirect Tactile Sensing for Robust Grasping

Saekwang Nam, Bowen Deng, Loong Yi Lee +2

We present a tactile-sensorized Fin-Ray finger that enables simultaneous detection of contact location and indentation depth through an indirect sensing approach. A hinge mechanism…

cs.RO2025

ViTacGen: Robotic Pushing with Vision-to-Touch Generation

Zhiyuan Wu, Yijiong Lin, Yongqiang Zhao +4

Robotic pushing is a fundamental manipulation task that requires tactile feedback to capture subtle contact forces and dynamics between the end-effector and the object. However, re…

cs.RO2025

Educational SoftHand-A: Building an Anthropomorphic Hand with Soft Synergies using LEGO MINDSTORMS

Jared K. Lepora, Haoran Li, Efi Psomopoulou +1

This paper introduces an anthropomorphic robot hand built entirely using LEGO MINDSTORMS: the Educational SoftHand-A, a tendon-driven, highly-underactuated robot hand based on the…

cs.RO2025

NeuralTouch: Neural Descriptors for Precise Sim-to-Real Tactile Robot Control

Yijiong Lin, Bowen Deng, Keju Pu +4

Grasping accuracy is a critical prerequisite for precise object manipulation, often requiring careful alignment between the robot hand and object. Neural Descriptor Fields (NDF) of…

cs.RO2025★ 20 cited

Classification of Vision-Based Tactile Sensors: A Review

Haoran Li, Yijiong Lin, Chenghua Lu +3

Vision-based tactile sensors (VBTS) have gained widespread application in robotic hands, grippers and prosthetics due to their high spatial resolution, low manufacturing costs, and…

cs.RO2025

Tactile Robotics: An Outlook

Shan Luo, Nathan F. Lepora, Wenzhen Yuan +3

Robotics research has long sought to give robots the ability to perceive the physical world through touch in an analogous manner to many biological systems. Developing such tactile…

cs.RO2025

StereoTacTip: Vision-based Tactile Sensing with Biomimetic Skin-Marker Arrangements

Chenghua Lu, Kailuan Tang, Xueming Hui +3

Vision-Based Tactile Sensors (VBTSs) stand out for their superior performance due to their high-information content output. Recently, marker-based VBTSs have been shown to give acc…

cs.RO2025

Shear-based Grasp Control for Multi-fingered Underactuated Tactile Robotic Hands

Christopher J. Ford, Haoran Li, Manuel G. Catalano +3

This paper presents a shear-based control scheme for grasping and manipulating delicate objects with a Pisa/IIT anthropomorphic SoftHand equipped with soft biomimetic tactile senso…

cs.RO2025

Training Tactile Sensors to Learn Force Sensing from Each Other

Zhuo Chen, Ni Ou, Xuyang Zhang +8

Humans achieve stable and dexterous object manipulation by coordinating grasp forces across multiple fingers and palms, facilitated by a unified tactile memory system in the somato…

cs.RO2025

Design and Benchmarking of A Multi-Modality Sensor for Robotic Manipulation with GAN-Based Cross-Modality Interpretation

Dandan Zhang, Wen Fan, Jialin Lin +5

In this paper, we present the design and benchmark of an innovative sensor, ViTacTip, which fulfills the demand for advanced multi-modal sensing in a compact design. A notable feat…

cs.RO2024

ManiSkill-ViTac 2025: Challenge on Manipulation Skill Learning With Vision and Tactile Sensing

Chuanyu Li, Renjun Dang, Xiang Li +8

This article introduces the ManiSkill-ViTac Challenge 2025, which focuses on learning contact-rich manipulation skills using both tactile and visual sensing. Expanding upon the 202…

cs.RO2024★ 30 cited

TacPalm: A Soft Gripper with a Biomimetic Optical Tactile Palm for Stable Precise Grasping

Xuyang Zhang, Tianqi Yang, Dandan Zhang +1

Manipulating fragile objects in environments such as homes and factories requires stable and gentle grasping along with precise and safe placement. Compared to traditional rigid gr…

cs.RO2024

BrainSLAM: SLAM on Neural Population Activity Data

Kipp Freud, Nathan Lepora, Matt W. Jones +1

Simultaneous localisation and mapping (SLAM) algorithms are commonly used in robotic systems for learning maps of novel environments. Brains also appear to learn maps, but the mech…

cs.RO2024

ViTacTip: Design and Verification of a Novel Biomimetic Physical Vision-Tactile Fusion Sensor

Wen Fan, Haoran Li, Weiyong Si +3

Tactile sensing is significant for robotics since it can obtain physical contact information during manipulation. To capture multimodal contact information within a compact framewo…