Projects

  1. summary image

    Towards High Fidelity Face Relighting with Realistic Shadows

    Andrew Hou, Ze Zhang, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu

    Existing face relighting methods often struggle with two problems: maintaining the local facial details of the subject and accurately removing and synthesizing shadows in the relit image, especially hard shadows. We propose a novel deep face relighting method that addresses both problems. Our method learns to predict the ratio (quotient ...

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    Keywords: Face Relighting

Publications

2022

  • Face Relighting with Geometrically Consistent Shadows
    Andrew Hou, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, Jun. 2022
    Bibtex | PDF | arXiv | Supplemental | Project Webpage | Code | Video
  • @inproceedings{ face-relighting-with-geometrically-consistent-shadows,
      author = { Andrew Hou and Michel Sarkis and Ning Bi and Yiying Tong and Xiaoming Liu },
      title = { Face Relighting with Geometrically Consistent Shadows },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { New Orleans, LA },
      month = { June },
      year = { 2022 },
    }

2021

  • Towards High Fidelity Face Relighting with Realistic Shadows
    Andrew Hou, Ze Zhang, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2021), Nashville, TN, Jun. 2021
    Bibtex | PDF | arXiv | Supplemental | Project Webpage | Code | Video
  • @inproceedings{ towards-high-fidelity-face-relighting-with-realistic-shadows,
      author = { Andrew Hou and Ze Zhang and Michel Sarkis and Ning Bi and Yiying Tong and Xiaoming Liu },
      title = { Towards High Fidelity Face Relighting with Realistic Shadows },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Nashville, TN },
      month = { June },
      year = { 2021 },
    }

2016

  • Adaptive 3D Face Reconstruction from Unconstrained Photo Collections
    Joseph Roth, Yiying Tong, Xiaoming Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, No. 11, pp.2127-2141, , Dec. 2016
    Bibtex | PDF | Project Webpage
  • @article{ adaptive-3d-face-reconstruction-from-unconstrained-photo-collections,
      author = { Joseph Roth and Yiying Tong and Xiaoming Liu },
      title = { Adaptive 3D Face Reconstruction from Unconstrained Photo Collections },
      journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      volume = { 39 },
      number = { 11 },
      month = { December },
      year = { 2016 },
      pages = { 2127--2141 },
    }
  • Adaptive 3D Face Reconstruction from Unconstrained Photo Collections
    Joseph Roth, Yiying Tong, Xiaoming Liu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, Jun. 2016
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ adaptive-3d-face-reconstruction-from-unconstrained-photo-collections,
      author = { Joseph Roth and Yiying Tong and Xiaoming Liu },
      title = { Adaptive 3D Face Reconstruction from Unconstrained Photo Collections },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Las Vegas, NV },
      month = { June },
      year = { 2016 },
    }

2015

  • Unconstrained 3D Face Reconstruction
    Joseph Roth, Yiying Tong, Xiaoming Liu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2015), Bostan, MA, Jun. 2015 (Acceptance rate 28%)
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ unconstrained-3d-face-reconstruction,
      author = { Joseph Roth and Yiying Tong and Xiaoming Liu },
      title = { Unconstrained 3D Face Reconstruction },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Bostan, MA },
      month = { June },
      year = { 2015 },
    }