SceneAdapt: Scene-aware Adaptation of Human Motion Diffusion

1. 1Construct a large-scale dataset with text-motion coverage and precise scene interactions
2. 2Develop a two-stage adaptation framework to generate semantically diverse motion while respecting geometric scene constraints
3. 3Implement the SceneAdapt framework to adapt human motion diffusion to specific scenes
4. 4Evaluate the framework's performance using metrics such as motion diversity and scene constraint satisfaction

Computer vision engineers and researchers on a team can benefit from this work as it enables more realistic human motion generation in various scenes, while product managers can consider its applications in fields like animation and robotics

💡 SceneAdapt enables the generation of semantically diverse human motion while respecting geometric scene constraints

🤖 SceneAdapt: a 2-stage adaptation framework for scene-aware human motion diffusion #AI #ComputerVision