Activity Recognition | Application | Biometrics | Data Imputation | Database | Deep Learning | Expression Recognition | Face Alignment | Face Deidentification | Face Recognition | Face Reconstruction | Forensics | Image Alignment | Image Segmentation | Joint Alignment | Learning | Low-Level Vision | Medical Imaging | Motion Compensation | Multi-Modality | Multimedia Retrieval | Pedestrian Detection | Plant Vision | Sequence Alignment | Surveillance | Tracking | Typing Behavior

Face Alignment

2017

  • Pose-Invariant Face Alignment via CNN-based Dense 3D Model Fitting
    Amin Jourabloo, Xiaoming Liu
    International Journal of Computer Vision, Apr. 2017 (in press)
    Bibtex | PDF | Project Webpage
  • @article{ pose-invariant-face-alignment-via-cnn-based-dense-3d-model-fitting,
      author = { Amin Jourabloo and Xiaoming Liu },
      title = { Pose-Invariant Face Alignment via CNN-based Dense 3D Model Fitting },
      booktitle = { International Journal of Computer Vision },
      volume = { },
      month = { April },
      year = { 2017 },
    }

2016

  • Joint Face Alignment and 3D Face Reconstruction
    Feng Liu, Dan Zeng, Qijun Zhao, Xiaoming Liu
    Proc. European Conference on Computer Vision (ECCV 2016), Amsterdam, The Netherlands, Oct. 2016 (Spotlight presentation)
    Bibtex | PDF
  • @inproceedings{ joint-face-alignment-and-3d-face-reconstruction,
      author = { Feng Liu and Dan Zeng and Qijun Zhao and Xiaoming Liu },
      title = { Joint Face Alignment and 3D Face Reconstruction },
      booktitle = { Proc. European Conference on Computer Vision },
      address = { Amsterdam, The Netherlands },
      month = { October },
      year = { 2016 },
    }
  • Face Alignment Across Large Poses: A 3D Solution
    Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Li
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, Jun. 2016 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ face-alignment-across-large-poses-a-3d-solution,
      author = { Xiangyu Zhu and Zhen Lei and Xiaoming Liu and Hailin Shi and Stan Li },
      title = { Face Alignment Across Large Poses: A 3D Solution },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Las Vegas, NV },
      month = { June },
      year = { 2016 },
    }
  • Large-pose Face Alignment via CNN-based Dense 3D Model Fitting
    Amin Jourabloo, Xiaoming Liu
    Proc. IEEE Computer Vision and Pattern Recogntion (CVPR 2016), Las Vegas, NV, Jun. 2016
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ large-pose-face-alignment-via-cnn-based-dense-3d-model-fitting,
      author = { Amin Jourabloo and Xiaoming Liu },
      title = { Large-pose Face Alignment via CNN-based Dense 3D Model Fitting },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recogntion },
      address = { Las Vegas, NV },
      month = { June },
      year = { 2016 },
    }

2015

  • Pose-Invariant 3D Face Alignment
    Amin Jourabloo, Xiaoming Liu
    Proc. International Conference on Computer Vision (ICCV 2015), Santiago, Chile, Dec. 2015
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ pose-invariant-3d-face-alignment,
      author = { Amin Jourabloo and Xiaoming Liu },
      title = { Pose-Invariant 3D Face Alignment },
      booktitle = { Proc. International Conference on Computer Vision },
      address = { Santiago, Chile },
      month = { December },
      year = { 2015 },
    }

2014

  • Transfer Learning with One-Class Data
    Jixu Chen, Xiaoming Liu
    Pattern Recognition Letters, Vol. 37, pp.32-49, Feb. 2014
    Bibtex | PDF
  • @article{ transfer-learning-with-one-class-data,
      author = { Jixu Chen and Xiaoming Liu },
      title = { Transfer Learning with One-Class Data },
      booktitle = { Pattern Recognition Letters },
      volume = { 37 },
      month = { February },
      year = { 2014 },
      pages = { 32--49 },
    }

2012

  • Semi-supervised Facial Landmark Annotation
    Yan Tong, Xiaoming Liu, Frederick Wheeler, Peter Tu
    Computer Vision and Image Understanding, Vol. 116, No. 8, pp.922-935, Aug. 2012
    Bibtex | PDF
  • @article{ semi-supervised-facial-landmark-annotation,
      author = { Yan Tong and Xiaoming Liu and Frederick Wheeler and Peter Tu },
      title = { Semi-supervised Facial Landmark Annotation },
      booktitle = { Computer Vision and Image Understanding },
      volume = { 116 },
      number = { 8 },
      month = { August },
      year = { 2012 },
      pages = { 922--935 },
    }

2011

  • LPSM: Fitting Shape Model by Linear Programming
    Jilin Tu, Brandon Laflen, Xiaoming Liu, Musodiq Bello, Jens Rittscher, Peter Tu
    Proc. Automatic Face and Gesture Recognition (FG 2011), Santa Barbara, California, Mar. 2011
    Bibtex | PDF
  • @inproceedings{ lpsm-fitting-shape-model-by-linear-programming,
      author = { Jilin Tu and Brandon Laflen and Xiaoming Liu and Musodiq Bello and Jens Rittscher and Peter Tu },
      title = { LPSM: Fitting Shape Model by Linear Programming },
      booktitle = { Proc. Automatic Face and Gesture Recognition },
      address = { Santa Barbara, California },
      month = { March },
      year = { 2011 },
    }
  • Optimal Gradient Pursuit for Face Alignment
    Xiaoming Liu
    Proc. Automatic Face and Gesture Recognition (FG 2011), Santa Barbara, California, Mar. 2011
    Bibtex | PDF
  • @inproceedings{ optimal-gradient-pursuit-for-face-alignment,
      author = { Xiaoming Liu },
      title = { Optimal Gradient Pursuit for Face Alignment },
      booktitle = { Proc. Automatic Face and Gesture Recognition },
      address = { Santa Barbara, California },
      month = { March },
      year = { 2011 },
    }

2010

  • Video-based Face Model Fitting using Adaptive Active Appearance Model
    Xiaoming Liu
    Image and Vision Computing, Vol. 28, No. 7, pp.1162-1172, Jul. 2010
    Bibtex | PDF
  • @article{ video-based-face-model-fitting-using-adaptive-active-appearance-model,
      author = { Xiaoming Liu },
      title = { Video-based Face Model Fitting using Adaptive Active Appearance Model },
      booktitle = { Image and Vision Computing },
      volume = { 28 },
      number = { 7 },
      month = { July },
      year = { 2010 },
      pages = { 1162--1172 },
    }
  • Facial Contour Labeling via Congealing
    Xiaoming Liu, Yan Tong, Frederick W. Wheeler, Peter Tu
    Proc. European Conference on Computer Vision (ECCV 2010), Hersonissos, Heraklion, Crete, Greece, Sep. 2010
    Bibtex | PDF
  • @inproceedings{ facial-contour-labeling-via-congealing,
      author = { Xiaoming Liu and Yan Tong and Frederick W. Wheeler and Peter Tu },
      title = { Facial Contour Labeling via Congealing },
      booktitle = { Proc. European Conference on Computer Vision },
      address = { Hersonissos, Heraklion, Crete, Greece },
      month = { September },
      year = { 2010 },
    }

2009

  • Discriminative Face Alignment
    Xiaoming Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, No. 11, pp.1941-1954, Nov. 2009
    Bibtex | PDF
  • @article{ discriminative-face-alignment,
      author = { Xiaoming Liu },
      title = { Discriminative Face Alignment },
      booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      volume = { 31 },
      number = { 11 },
      month = { November },
      year = { 2009 },
      pages = { 1941--1954 },
    }
  • Automatic Facial Landmark Labeling with Minimal Supervision
    Yan Tong, Xiaoming Liu, Frederick W. Wheeler, Peter Tu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, Florida, Jun. 2009
    Bibtex | PDF
  • @inproceedings{ automatic-facial-landmark-labeling-with-minimal-supervision,
      author = { Yan Tong and Xiaoming Liu and Frederick W. Wheeler and Peter Tu },
      title = { Automatic Facial Landmark Labeling with Minimal Supervision },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Miami Beach, Florida },
      month = { June },
      year = { 2009 },
    }

2008

  • Face Alignment via Boosted Ranking Models
    Hao Wu, Xiaoming Liu, Gianfranco Doretto
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, Alaska, Jun. 2008 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ face-alignment-via-boosted-ranking-models,
      author = { Hao Wu and Xiaoming Liu and Gianfranco Doretto },
      title = { Face Alignment via Boosted Ranking Models },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Anchorage, Alaska },
      month = { June },
      year = { 2008 },
    }

2007

  • Generic Face Alignment using Boosted Appearance Model
    Xiaoming Liu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2007), Minneapolis, Minnesota, Oct. 2007 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ generic-face-alignment-using-boosted-appearance-model,
      author = { Xiaoming Liu },
      title = { Generic Face Alignment using Boosted Appearance Model },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Minneapolis, Minnesota },
      month = { October },
      year = { 2007 },
    }
  • Improved Face Model Fitting on Video Sequences
    Xiaoming Liu, Frederick Wheeler, Peter Tu
    Proc. British Machine Vision Conference (BMVC 2007), Warwick, UK, Sep. 2007 (Acceptance rate 39%)
    Bibtex | PDF
  • @inproceedings{ improved-face-model-fitting-on-video-sequences,
      author = { Xiaoming Liu and Frederick Wheeler and Peter Tu },
      title = { Improved Face Model Fitting on Video Sequences },
      booktitle = { Proc. British Machine Vision Conference },
      address = { Warwick, UK },
      month = { September },
      year = { 2007 },
    }

2006

  • Face Model Fitting on Low Resolution Images
    Xiaoming Liu, Peter Tu, Frederick Wheeler
    Proc. British Machine Vision Conference (BMVC 2006), Edinburgh, UK, Sep. 2006 (Acceptance rate 25%)
    Bibtex | PDF
  • @inproceedings{ face-model-fitting-on-low-resolution-images,
      author = { Xiaoming Liu and Peter Tu and Frederick Wheeler },
      title = { Face Model Fitting on Low Resolution Images },
      booktitle = { Proc. British Machine Vision Conference },
      address = { Edinburgh, UK },
      month = { September },
      year = { 2006 },
    }