Dynamic Realms: 4D Content Analysis, Recovery and Generation with Geometric, Topological and Physical Priors
<|reference_start|>Dynamic Realms: 4D Content Analysis, Recovery and Generation with Geometric, Topological and Physical Priors: My research focuses on the analysis, recovery, and generation of 4D content, where 4D includes three spatial dimensions (x, y, z) and a temporal dimension t, such as shape and motion. This focus goes beyond static objects to include dynamic changes over time, providing a comprehensive understanding of both spatial and temporal variations. These techniques are critical in applications like AR/VR, embodied AI, and robotics. My research aims to make 4D content generation more efficient, accessible, and higher in quality by incorporating geometric, topological, and physical priors. I also aim to develop effective methods for 4D content recovery and analysis using these priors.<|reference_end|>
@article{dou2024dynamic,
    title={Dynamic Realms: 4D Content Analysis, Recovery and Generation with
  Geometric, Topological and Physical Priors},
    author={Zhiyang Dou},
    journal={arXiv preprint arXiv:2409.14692},
    year={2024},
    archivePrefix={arXiv},
    eprint={2409.14692},
    primaryClass={cs.CV cs.GR}
}