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20152026
most citedDeep Learning for Tactile Understanding From Visual and Haptic Data

29 citations · 80 across the 22 of their papers we have counts for

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14 papers · 1 filter

cs.RO2026★ 1 cited

Adding internal audio sensing to internal vision enables human-like in-hand fabric recognition with soft robotic fingertips

Iris Andrussow, Jans Solano, Benjamin A. Richardson +2

Distinguishing the feel of smooth silk from coarse cotton is a trivial everyday task for humans. When exploring such fabrics, fingertip skin senses both spatio-temporal force patte…

cs.RO2025

ISyHand: A Dexterous Multi-finger Robot Hand with an Articulated Palm

Benjamin A. Richardson, Felix Grüninger, Lukas Mack +2

The rapid increase in the development of humanoid robots and customized manufacturing solutions has brought dexterous manipulation to the forefront of modern robotics. Over the pas…

cs.RO2025

Open-Source Multi-Viewpoint Surgical Telerobotics

Guido Caccianiga, Yarden Sharon, Bernard Javot +6

As robots for minimally invasive surgery (MIS) gradually become more accessible and modular, we believe there is a great opportunity to rethink and expand the visualization and con…

cs.RO2025★ 2 cited

Holistic Fusion: Task- and Setup-Agnostic Robot Localization and State Estimation with Factor Graphs

Julian Nubert, Turcan Tuna, Jonas Frey +4

Seamless operation of mobile robots in challenging environments requires low-latency local motion estimation and accurate global localization. While most sensor-fusion approaches a…

cs.RO2025

Diffusion-Based Approximate MPC: Fast and Consistent Imitation of Multi-Modal Action Distributions

Pau Marquez Julbe, Julian Nubert, Henrik Hose +2

Approximating model predictive control (MPC) using imitation learning (IL) allows for fast control without solving expensive optimization problems online. However, methods that use…

cs.RO2025

Visuo-Tactile Object Pose Estimation for a Multi-Finger Robot Hand with Low-Resolution In-Hand Tactile Sensing

Lukas Mack, Felix Grüninger, Benjamin A. Richardson +3

Accurate 3D pose estimation of grasped objects is an important prerequisite for robots to perform assembly or in-hand manipulation tasks, but object occlusion by the robot's own ha…

cs.RO2023★ 2 cited

Minsight: A Fingertip-Sized Vision-Based Tactile Sensor for Robotic Manipulation

Iris Andrussow, Huanbo Sun, Katherine J. Kuchenbecker +1

Intelligent interaction with the physical world requires perceptual abilities beyond vision and hearing; vibrant tactile sensing is essential for autonomous robots to dexterously m…

cs.RO2022

The Utility of Synthetic Reflexes and Haptic Feedback for Upper-Limb Prostheses in a Dexterous Task Without Direct Vision

Neha Thomas, Farimah Fazlollahi, Katherine J. Kuchenbecker +1

Individuals who use myoelectric upper-limb prostheses often rely heavily on vision to complete their daily activities. They thus struggle in situations where vision is overloaded,…

cs.RO2022★ 10 cited

Wrist-Squeezing Force Feedback Improves Accuracy and Speed in Robotic Surgery Training

Sergio Machaca, Eric Cao, Amy Chi +3

Current robotic minimally invasive surgery (RMIS) platforms provide surgeons with no haptic feedback of the robot's physical interactions. This limitation forces surgeons to rely h…

cs.RO2022★ 4 cited

In the Arms of a Robot: Designing Autonomous Hugging Robots with Intra-Hug Gestures

Alexis E. Block, Hasti Seifi, Otmar Hilliges +2

Hugs are complex affective interactions that often include gestures like squeezes. We present six new guidelines for designing interactive hugging robots, which we validate through…

cs.RO2021

A soft thumb-sized vision-based sensor with accurate all-round force perception

Huanbo Sun, Katherine J. Kuchenbecker, Georg Martius

Vision-based haptic sensors have emerged as a promising approach to robotic touch due to affordable high-resolution cameras and successful computer-vision techniques. However, thei…

cs.RO2021★ 11 cited

Sensorimotor-inspired Tactile Feedback and Control Improve Consistency of Prosthesis Manipulation in the Absence of Direct Vision

Neha Thomas, Farimah Fazlollahi, Jeremy D. Brown +1

The lack of haptically aware upper-limb prostheses forces amputees to rely largely on visual cues to complete activities of daily living. In contrast, able-bodied individuals inher…

cs.RO2021★ 1 cited

The Six Hug Commandments: Design and Evaluation of a Human-Sized Hugging Robot with Visual and Haptic Perception

Alexis E. Block, Sammy Christen, Roger Gassert +2

Receiving a hug is one of the best ways to feel socially supported, and the lack of social touch can have severe negative effects on an individual's well-being. Based on previous r…

cs.RO2015★ 29 cited

Deep Learning for Tactile Understanding From Visual and Haptic Data

Yang Gao, Lisa Anne Hendricks, Katherine J. Kuchenbecker +1

Robots which interact with the physical world will benefit from a fine-grained tactile understanding of objects and surfaces. Additionally, for certain tasks, robots may need to kn…