Interdiff: Generating 3d human-object interactions with physics-informed diffusion

S Xu, Z Li, YX Wang, LY Gui - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
This paper addresses a novel task of anticipating 3D human-object interactions (HOIs). Most
existing research on HOI synthesis lacks comprehensive whole-body interactions with …

Pose-ndf: Modeling human pose manifolds with neural distance fields

G Tiwari, D Antić, JE Lenssen, N Sarafianos… - … on Computer Vision, 2022 - Springer
We present Pose-NDF, a continuous model for plausible human poses based on neural
distance fields (NDFs). Pose or motion priors are important for generating realistic new …

Taco: Benchmarking generalizable bimanual tool-action-object understanding

Y Liu, H Yang, X Si, L Liu, Z Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
Humans commonly work with multiple objects in daily life and can intuitively transfer
manipulation skills to novel objects by understanding object functional regularities. However …

[HTML][HTML] A practical roadmap to learning from demonstration for robotic manipulators in manufacturing

A Barekatain, H Habibi, H Voos - Robotics, 2024 - mdpi.com
This paper provides a structured and practical roadmap for practitioners to integrate learning
from demonstration (LfD) into manufacturing tasks, with a specific focus on industrial …

Rdt-1b: a diffusion foundation model for bimanual manipulation

S Liu, L Wu, B Li, H Tan, H Chen, Z Wang, K Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
Bimanual manipulation is essential in robotics, yet developing foundation models is
extremely challenging due to the inherent complexity of coordinating two robot arms …

A bimanual manipulation taxonomy

F Krebs, T Asfour - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
The ability of humans to bimanually manipulate objects is unprecedented and has not been
matched by robots yet. The goal-oriented coordination requires the consideration of both …

Action-conditioned generation of bimanual object manipulation sequences

H Razali, Y Demiris - Proceedings of the AAAI conference on artificial …, 2023 - ojs.aaai.org
The generation of bimanual object manipulation sequences given a semantic action label
has broad applications in collaborative robots or augmented reality. This relatively new …

Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan

E Muschter, J Schulz, M Tömösközi, L Herbst, L Küssel… - Scientific Data, 2023 - nature.com
Abstract The Tactile Internet aims to advance human-human and human-machine
interactions that also utilize hand movements in real, digitized, and remote environments …

Incorporating physics principles for precise human motion prediction

Y Zhang, JO Kephart, Q Ji - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
A variety of real-world applications rely on accurate predictions of 3D human motion from
their past observations. While existing methods have made notable progress, their …

Grasp pre-shape selection by synthetic training: Eye-in-hand shared control on the hannes prosthesis

F Vasile, E Maiettini, G Pasquale… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
We consider the task of object grasping with a prosthetic hand capable of multiple grasp
types. In this setting, communicating the intended grasp type often requires a high user …