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Hand-Object Interaction Reconstruction via Diffusion Model
Keywords:
Diffusion Model; Computer Vision
Diffusion Model; Computer Vision
Description
This topic explores the use of diffusion models—an advanced generative AI technique—to reconstruct hand-object interactions from RGB images or videos. By learning the complex dynamics of hand movements and object manipulation, the model generates accurate 3D representations, benefiting applications in augmented reality, robotics, and human-computer interaction.
Prerequisites
- Programming in Python
- Knowledge about Deep Learning
- Knowledge about Pytorch
Contact
xinguo.he@tum.de
Supervisor:
Xinguo He