PHYRECON: Physically Plausible Neural Scene Reconstruction

doi:doi:10.57702/ywt7fdh5

PHYRECON: Physically Plausible Neural Scene Reconstruction

Neural implicit representations have gained popularity in multi-view 3D reconstruction. However, most previous work struggles to yield physically plausible results, limiting their utility in domains requiring rigorous physical accuracy, such as embodied AI and robotics.

BibTex:

@dataset{Junfeng_Ni_and_Yixin_Chen_and_Bohan_Jing_and_Nan_Jiang_and_Bin_Wang_and_Bo_Dai_and_Puhao_Li_and_Yixin_Zhu_and_Song-Chun_Zhu_and_Siyuan_Huang_2024,
    abstract = {Neural implicit representations have gained popularity in multi-view 3D reconstruction. However, most previous work struggles to yield physically plausible results, limiting their utility in domains requiring rigorous physical accuracy, such as embodied AI and robotics.},
    author = {Junfeng Ni and Yixin Chen and Bohan Jing and Nan Jiang and Bin Wang and Bo Dai and Puhao Li and Yixin Zhu and Song-Chun Zhu and Siyuan Huang},
    doi = {10.57702/ywt7fdh5},
    institution = {No Organization},
    keyword = {'3D Reconstruction', 'Neural Implicit Surface', 'Physics-based Reconstruction'},
    month = {dec},
    publisher = {TIB},
    title = {PHYRECON: Physically Plausible Neural Scene Reconstruction},
    url = {https://service.tib.eu/ldmservice/dataset/phyrecon--physically-plausible-neural-scene-reconstruction},
    year = {2024}
}