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 | Semantic Segmentation | Sequence Alignment | Surveillance | Tracking | Typing Behavior

Learning

2017

  • Representation Learning by Rotating Your Faces
    Luan Tran, Xi Yin, Xiaoming Liu
    Under Review IEEE Transactions on Pattern Analysis and Machine Intelligence, May. 2017
    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 },
      journal = { arXiv preprint arXiv:1705.11136 },
      year = { 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 },
    }

2015

  • Learning-based Ballistic Breech Face Impression Image Matching
    Joseph Roth, Andrew Carriveau, Xiaoming Liu, Anil K. Jain
    Proc. 7th IEEE Biometrics: Theory, Applications and Systems (BTAS 2015), Arlington, Virginia, Sep. 2015 (Oral Presentation)
    Bibtex | PDF
  • @inproceedings{ learning-based-ballistic-breech-face-impression-image-matching,
      author = { Joseph Roth and Andrew Carriveau and Xiaoming Liu and Anil K. Jain },
      title = { Learning-based Ballistic Breech Face Impression Image Matching },
      booktitle = { Proc. 7th IEEE Biometrics: Theory, Applications and Systems },
      address = { Arlington, Virginia },
      month = { September },
      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 },
    }
  • On Hair Recognition in the Wild by Machine
    Joseph Roth, Xiaoming Liu
    Proc. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City, Jul. 2014 (Acceptence rate 28%)
    Bibtex | PDF
  • @inproceedings{ on-hair-recognition-in-the-wild-by-machine,
      author = { Joseph Roth and Xiaoming Liu },
      title = { On Hair Recognition in the Wild by Machine },
      booktitle = { Proc. 28th AAAI Conference on Artificial Intelligence },
      address = { Quebec City },
      month = { July },
      year = { 2014 },
    }
  • On the Exploration of Joint Attribute Learning for Person Re-identification
    Joseph Roth, Xiaoming Liu
    Proc. 12th Asian Conference on Computer Vision (ACCV 2014), Singapore, Nov. 2014 (Acceptence rate 27%)
    Bibtex | PDF
  • @inproceedings{ on-the-exploration-of-joint-attribute-learning-for-person-re-identification,
      author = { Joseph Roth and Xiaoming Liu },
      title = { On the Exploration of Joint Attribute Learning for Person Re-identification },
      booktitle = { Proc. 12th Asian Conference on Computer Vision },
      address = { Singapore },
      month = { November },
      year = { 2014 },
    }

2013

  • Learning Person-specific Models for Facial Expression and Action Unit Recognition
    Jixu Chen, Xiaoming Liu, Peter Tu, Amy Aragones
    Pattern Recognition Letters, Vol. 34, No. 15, pp.1964-1970, , Nov. 2013
    Bibtex | PDF
  • @article{ learning-person-specific-models-for-facial-expression-and-action-unit-recognition,
      author = { Jixu Chen and Xiaoming Liu and Peter Tu and Amy Aragones },
      title = { Learning Person-specific Models for Facial Expression and Action Unit Recognition },
      booktitle = { Pattern Recognition Letters },
      volume = { 34 },
      number = { 15 },
      month = { November },
      year = { 2013 },
      pages = { 1964--1970 },
    }

2012

  • Adaptive Unsupervised Multi-View Feature Selection for Visual Concept Recognition
    Yinfu Feng, Jun Xiao, Yueting Zhuang, Xiaoming Liu
    Proc. 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, Korea, Nov. 2012
    Bibtex | PDF
  • @inproceedings{ adaptive-unsupervised-multi-view-feature-selection-for-visual-concept-recognition,
      author = { Yinfu Feng and Jun Xiao and Yueting Zhuang and Xiaoming Liu },
      title = { Adaptive Unsupervised Multi-View Feature Selection for Visual Concept Recognition },
      booktitle = { Proc. 11th Asian Conference on Computer Vision },
      address = { Daejeon, Korea },
      month = { November },
      year = { 2012 },
    }
  • Boosting with Side Information
    Jixu Chen, Xiaoming Liu, Siwei Lyu
    Proc. 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, Korea, Nov. 2012
    Bibtex | PDF
  • @inproceedings{ boosting-with-side-information,
      author = { Jixu Chen and Xiaoming Liu and Siwei Lyu },
      title = { Boosting with Side Information },
      booktitle = { Proc. 11th Asian Conference on Computer Vision },
      address = { Daejeon, Korea },
      month = { November },
      year = { 2012 },
    }
  • Person-specific Expression Recognition with Transfer Learning
    Jixu Chen, Xiaoming Liu, Peter Tu, Amy Aragones
    Proc. IEEE Conference on Image Processing (ICIP 2012), Florida, USA, Sep. 2012
    Bibtex | PDF
  • @inproceedings{ person-specific-expression-recognition-with-transfer-learning,
      author = { Jixu Chen and Xiaoming Liu and Peter Tu and Amy Aragones },
      title = { Person-specific Expression Recognition with Transfer Learning },
      booktitle = { Proc. IEEE Conference on Image Processing },
      address = { Florida, USA },
      month = { September },
      year = { 2012 },
    }

2009

  • Simultaneous Alignment and Clustering for an Image Ensemble
    Xiaoming Liu, Yan Tong, Frederick W. Wheeler
    Proc. International Conference on Computer Vision (ICCV 2009), Kyoto, Japan, Sep. 2009
    Bibtex | PDF
  • @inproceedings{ simultaneous-alignment-and-clustering-for-an-image-ensemble,
      author = { Xiaoming Liu and Yan Tong and Frederick W. Wheeler },
      title = { Simultaneous Alignment and Clustering for an Image Ensemble },
      booktitle = { Proc. International Conference on Computer Vision },
      address = { Kyoto, Japan },
      month = { September },
      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

  • Gradient Feature Selection for Online Boosting
    Xiaoming Liu, Ting Yu
    Proc. International Conference on Computer Vision (ICCV 2007), Rio de Janeiro, Brazil, Oct. 2007
    Bibtex | PDF
  • @inproceedings{ gradient-feature-selection-for-online-boosting,
      author = { Xiaoming Liu and Ting Yu },
      title = { Gradient Feature Selection for Online Boosting },
      booktitle = { Proc. International Conference on Computer Vision },
      address = { Rio de Janeiro, Brazil },
      month = { October },
      year = { 2007 },
    }

2003

  • Eigenspace Updating for Non-Stationary Process and Its Application to Face Recognition
    Xiaoming Liu, Tsuhan Chen, Susan Thornton
    Pattern Recognition, Vol. 36, No. 9, pp.1945-1959, , Sep. 2003
    Bibtex | PDF
  • @article{ eigenspace-updating-for-non-stationary-process-and-its-application-to-face-recognition,
      author = { Xiaoming Liu and Tsuhan Chen and Susan Thornton },
      title = { Eigenspace Updating for Non-Stationary Process and Its Application to Face Recognition },
      booktitle = { Pattern Recognition },
      volume = { 36 },
      number = { 9 },
      month = { September },
      year = { 2003 },
      pages = { 1945--1959 },
    }

2002

  • Principle Component Analysis and its Variants for Biometrics
    Tsuhan Chen, Yu-Feng Hsu, Xiaoming Liu, Wende Zhang
    Proc. IEEE International Conference on Image Processing (ICIP 2002), Rochester, NY, Sep. 2002
    Bibtex | PDF
  • @inproceedings{ principle-component-analysis-and-its-variants-for-biometrics,
      author = { Tsuhan Chen and Yu-Feng Hsu and Xiaoming Liu and Wende Zhang },
      title = { Principle Component Analysis and its Variants for Biometrics },
      booktitle = { Proc. IEEE International Conference on Image Processing },
      address = { Rochester, NY },
      month = { September },
      year = { 2002 },
    }
  • Shot Boundary Detection Using Temporal Statistics Modeling
    Xiaoming Liu, Tsuhan Chen
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2002), Orlando, Florida, May. 2002 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ shot-boundary-detection-using-temporal-statistics-modeling,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Shot Boundary Detection Using Temporal Statistics Modeling },
      booktitle = { Proc. International Conference on Acoustics, Speech, and Signal Processing },
      address = { Orlando, Florida },
      month = { May },
      year = { 2002 },
    }