Projects

  1. summary image

    Disentangled Representation Learning GAN for Pose-Invariant Face Recognition

    Luan Tran, Xi Yin, Xiaoming Liu

    The large pose discrepancy between two face images is one of the fundamental challenges in automatic face recognition. Conventional approaches to pose-invariant face recognition either perform face frontalization on, or learn a pose-invariant representation from, a non-frontal face image. We argue that it is more desirable to perform both tasks ...

    Continue reading

    Keywords: Face Recognition, Face Reconstruction

Publications

2018

  • On Learning 3D Face Morphable Model from In-the-wild Images
    Luan Tran, Xiaoming Liu
    Under Review IEEE Transactions on Pattern Analysis and Machine Intelligence, Aug. 2018
    Bibtex | PDF | arXiv | Project Webpage
  • @article{ on-learning-3d-face-morphable-model-from-in-the-wild-images,
      author = { Luan Tran and Xiaoming Liu },
      title = { On Learning 3D Face Morphable Model from In-the-wild Images },
      journal = { arXiv preprint arXiv:1808.09560 },
      year = { 2018 },
    }
  • Representation Learning by Rotating Your Faces
    Luan Tran, Xi Yin, Xiaoming Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence, , Aug. 2018
    Bibtex | PDF | arXiv | Project Webpage
  • @article{ representation-learning-by-rotating-your-faces,
      author = { Luan Tran and Xi Yin and Xiaoming Liu },
      title = { Representation Learning by Rotating Your Faces },
      booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      month = { August },
      year = { 2018 },
    }
  • Nonlinear 3D Face Morphable Model
    Luan Tran, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, Jun. 2018 (Spotlight)
    Bibtex | PDF | arXiv | Project Webpage
  • @inproceedings{ nonlinear-3d-face-morphable-model,
      author = { Luan Tran and Xiaoming Liu },
      title = { Nonlinear 3D Face Morphable Model },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Salt Lake City, UT },
      month = { June },
      year = { 2018 },
    }
  • Towards Interpretable Face Recognition
    Bangjie Yin, Luan Tran, Haoxiang Li, Xiaohui Shen, Xiaoming Liu
    arXiv, Sep. 2018
    Bibtex | arXiv
  • @inproceedings{ towards-interpretable-face-recognition,
      author = { Bangjie Yin and Luan Tran and Haoxiang Li and Xiaohui Shen and Xiaoming Liu },
      title = { Towards Interpretable Face Recognition },
      booktitle = { arXiv },
      address = { },
      month = { September },
      year = { 2018 },
    }
  • MSU-AVIS dataset: Fusing Face and Voice Modalities for Biometric Recognition in Indoor Surveillance Videos
    Anurag Chowdhury, Yousef Atoum, Luan Tran, Xiaoming Liu, Arun Ross
    In Proceeding of International Conference on Pattern Recognition (ICPR 2018), Beijing, China, Aug. 2018
    Bibtex | PDF
  • @inproceedings{ msu-avis-dataset-fusing-face-and-voice-modalities-for-biometric-recognition-in-indoor-surveillance-videos,
      author = { Anurag Chowdhury and Yousef Atoum and Luan Tran and Xiaoming Liu and Arun Ross },
      title = { MSU-AVIS dataset: Fusing Face and Voice Modalities for Biometric Recognition in Indoor Surveillance Videos },
      booktitle = { In Proceeding of International Conference on Pattern Recognition },
      address = { Beijing, China },
      month = { August },
      year = { 2018 },
    }
  • Joint Pixel and Feature-level Domain Adaptation in the Wild
    Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu, Manmohan Chandraker
    arXiv, Jun. 2018
    Bibtex | arXiv
  • @inproceedings{ joint-pixel-and-feature-level-domain-adaptation-in-the-wild,
      author = { Luan Tran and Kihyuk Sohn and Xiang Yu and Xiaoming Liu and Manmohan Chandraker },
      title = { Joint Pixel and Feature-level Domain Adaptation in the Wild },
      booktitle = { arXiv },
      address = { },
      month = { June },
      year = { 2018 },
    }

2017

  • Disentangled Representation Learning GAN for Pose-Invariant Face Recognition
    Luan Tran, Xi Yin, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, Jul. 2017 (Oral presentation)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ disentangled-representation-learning-gan-for-pose-invariant-face-recognition,
      author = { Luan Tran and Xi Yin and Xiaoming Liu },
      title = { Disentangled Representation Learning GAN for Pose-Invariant Face Recognition },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Honolulu, HI },
      month = { July },
      year = { 2017 },
    }
  • Missing Modalities Imputation via Cascaded Residual Autoencoder
    Luan Tran, Xiaoming Liu, Jiayu Zhou, Rong Jin
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, Jul. 2017
    Bibtex | PDF | Project Webpage
  • @inproceedings{ missing-modalities-imputation-via-cascaded-residual-autoencoder,
      author = { Luan Tran and Xiaoming Liu and Jiayu Zhou and Rong Jin },
      title = { Missing Modalities Imputation via Cascaded Residual Autoencoder },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Honolulu, HI },
      month = { July },
      year = { 2017 },
    }