Contact Edit: Artist Tools for Intuitive Modeling of Hand-Object Interactions
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Abstract (arXiv)
Posing high-contact interactions is challenging and time-consuming, with hand-object interactions being especially difficult due to the large number of degrees of freedom (DOF) of the hand and the fact that humans are experts at judging hand poses. This paper addresses this challenge by elevating contact areas to first-class primitives. We provide textitend-to-end art-directable (EAD) tools to model interactions based on contact areas, directly manipulate contact areas, and compute corresponding poses automatically. To make these operations intuitive and fast, we present a novel axis-based contact model that supports real-time approximately isometry-preserving operations on triangulated surfaces, permits movement between surfaces, and is both robust and scalable to large areas. We show that use of our contact model facilitates high quality posing even for unconstrained, high-DOF custom rigs intended for traditional keyframe-based animation pipelines. We additionally evaluate our approach with comparisons to prior art, ablation studies, user studies, qualitative assessments, and extensions to full-body interaction.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 3 May 2023.
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Citing papers per year: 2024: 4; 2025: 2; 2026: 1.
7 papers.
- 2024Hand-Object Interaction Pretraining from Videoscited by 39
- 2024SemGrasp: Semantic Grasp Generation via Language Aligned Discretizationcited by 29
- 2025PICO: Reconstructing 3D People In Contact with Objectscited by 22
- 2024NL2Contact: Natural Language Guided 3D Hand-Object Contact Modeling with Diffusion Modelcited by 10
- 2025DyTact: Capturing Dynamic Contacts in Hand-Object Manipulationcited by 8
- 2026Towards in-the-wild Egocentric 3D Hand-Object Pose Estimationcited by 2
- 2024GenHeld: Generating and Editing Handheld Objectscited by 0
- 2026Towards in-the-wild Egocentric 3D Hand-Object Pose Estimation29 Jun 2026
- 2025DyTact: Capturing Dynamic Contacts in Hand-Object Manipulation3 Jun 2025
- 2025PICO: Reconstructing 3D People In Contact with Objects24 Apr 2025
- 2024Hand-Object Interaction Pretraining from Videos12 Sep 2024
- 2024NL2Contact: Natural Language Guided 3D Hand-Object Contact Modeling with Diffusion Model17 Jul 2024
- 2024GenHeld: Generating and Editing Handheld Objects7 Jun 2024
- 2024SemGrasp: Semantic Grasp Generation via Language Aligned Discretization4 Apr 2024