activity
19952026
most citedFrom pixels to percepts: Highly robust edge perception and contour following using deep learning and an optical biomimetic tactile sensor

115 citations · 379 across the 65 of their papers we have counts for

collaborators

72 papers

cs.RO2026

Omnidirectional Dual-Arm Aerial Manipulator with Proprioceptive Contact Localization for Landing on Slanted Roofs

Martijn B. J. Brummelhuis, Nathan F. Lepora, Salua Hamaza

Operating drones in urban environments often means they need to land on rooftops, which can have different geometries and surface irregularities. Accurately detecting roof inclinat…

cs.RO2025

Tactile Robotics: Past and Future

Nathan F. Lepora

What is the future of tactile robotics? To help define that future, this article provides a historical perspective on tactile sensing in robotics from the wealth of knowledge and e…

cs.RO2025

Text2Touch: Tactile In-Hand Manipulation with LLM-Designed Reward Functions

Harrison Field, Max Yang, Yijiong Lin +3

Large language models (LLMs) are beginning to automate reward design for dexterous manipulation. However, no prior work has considered tactile sensing, which is known to be critica…

cs.RO2025

SimShear: Sim-to-Real Shear-based Tactile Servoing

Kipp McAdam Freud, Yijiong Lin, Nathan F. Lepora

We present SimShear, a sim-to-real pipeline for tactile control that enables the use of shear information without explicitly modeling shear dynamics in simulation. Shear, arising f…

cs.RO2024

Tactile SoftHand-A: 3D-Printed, Tactile, Highly-underactuated, Anthropomorphic Robot Hand with an Antagonistic Tendon Mechanism

Haoran Li, Christopher J. Ford, Chenghua Lu +5

A challenging and important problem for tendon-driven multi-fingered robotic hands is to ensure grasping adaptivity while minimizing the number of actuators needed to provide human…

cs.RO2024

DexiTac: Soft Dexterous Tactile Gripping

Chenghua Lu, Kailuan Tang, Max Yang +2

Grasping object,whether they are flat, round, or narrow and whether they have regular or irregular shapes,introduces difficulties in determining the ideal grasping posture, even fo…