2024

• SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects
  Abhinav Kumar, Yuliang Guo, Xinyu Huang, Liu Ren, Xiaoming Liu
  In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
  Bibtex | PDF | arXiv | Supplemental | Project Webpage | Code
@inproceedings{ seabird-segmentation-in-birds-view-with-dice-loss-improves-monocular-3d-detection-of-large-objects,
  author = { Abhinav Kumar and Yuliang Guo and Xinyu Huang and Liu Ren and Xiaoming Liu },
  title = { SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects },
  booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
  address = { Seattle, WA },
  month = { June },
  year = { 2024 },
}

2023

• Camera Self-Calibration Using Human Faces
  Masa Hu, Garrick Brazil, Nanxiang Li, Liu Ren, Xiaoming Liu
  In Proceedings of the 17th International Conference on Automatic Face and Gesture Recognition (FG), Hawaii, USA, Jan. 2023
  Bibtex | PDF
@inproceedings{ camera-self-calibration-using-human-faces,
  author = { Masa Hu and Garrick Brazil and Nanxiang Li and Liu Ren and Xiaoming Liu },
  title = { Camera Self-Calibration Using Human Faces },
  booktitle = { In Proceedings of the 17th International Conference on Automatic Face and Gesture Recognition (FG) },
  address = { Hawaii, USA },
  month = { January },
  year = { 2023 },
}

2022

• Blind Removal of Facial Foreign Shadows
  Yaojie Liu*, Andrew Hou*, Xinyu Huang, Liu Ren, Xiaoming Liu
  In Proceedings of British Machine Vision Conference (BMVC), London, UK, Nov. 2022
  Bibtex | PDF | Supplemental | Code
@inproceedings{ blind-removal-of-facial-foreign-shadows,
  author = { Yaojie Liu* and Andrew Hou* and Xinyu Huang and Liu Ren and Xiaoming Liu },
  title = { Blind Removal of Facial Foreign Shadows },
  booktitle = { In Proceedings of British Machine Vision Conference (BMVC) },
  address = { London, UK },
  month = { November },
  year = { 2022 },
}

2020

• Color-wise Attention Network for Low-light Image Enhancement
  Yousef Atoum, Mao Ye, Liu Ren, Ying Tai, Xiaoming Liu
  In Proceeding of IEEE Computer Vision and Pattern Recognition Workshop (CVPRW 2020), Seattle, WA, Jun. 2020
  Bibtex | PDF | arXiv | Code | Dataset
@inproceedings{ color-wise-attention-network-for-low-light-image-enhancement,
  author = { Yousef Atoum and Mao Ye and Liu Ren and Ying Tai and Xiaoming Liu },
  title = { Color-wise Attention Network for Low-light Image Enhancement },
  booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition Workshop },
  address = { Seattle, WA },
  month = { June },
  year = { 2020 },
}

2017

• Do Convolutional Neural Networks Learn Class Hierarchy?
  Alsallakh Bilal, Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren
  IEEE Transactions on Visualization and Computer Graphics (TVCG) = Proc. of IEEE Conference on Visual Analytics Science and Technology (VAST), Vol. 24, No. 1, pp.152-162, Phoenix, AZ, Oct. 2017
  Bibtex | PDF
@article{ do-convolutional-neural-networks-learn-class-hierarchy,
  author = { Alsallakh Bilal and Amin Jourabloo and Mao Ye and Xiaoming Liu and Liu Ren },
  title = { Do Convolutional Neural Networks Learn Class Hierarchy? },
  journal = { IEEE Transactions on Visualization and Computer Graphics (TVCG) = Proc. of IEEE Conference on Visual Analytics Science and Technology (VAST) },
  volume = { 24 },
  number = { 1 },
  month = { October },
  year = { 2017 },
  pages = { 152--162 },
}
• Pose-Invariant Face Alignment with a Single CNN
  Amin Jourabloo, Xiaoming Liu, Mao Ye, Liu Ren
  In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
  Bibtex | PDF | Project Webpage
@inproceedings{ pose-invariant-face-alignment-with-a-single-cnn,
  author = { Amin Jourabloo and Xiaoming Liu and Mao Ye and Liu Ren },
  title = { Pose-Invariant Face Alignment with a Single CNN },
  booktitle = { In Proceeding of International Conference on Computer Vision },
  address = { Venice, Italy },
  month = { October },
  year = { 2017 },
}