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

Biometrics

2015

  • Investigating the Discriminative Power of Keystroke Sound
    Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas
    IEEE Transactions on Information Forensics and Security, Vol. 10, No. 2, pp.333-345, Feb. 2015
    Bibtex | PDF | Project Webpage
  • @article{ investigating-the-discriminative-power-of-keystroke-sound,
      author = { Joseph Roth and Xiaoming Liu and Arun Ross and Dimitris Metaxas },
      title = { Investigating the Discriminative Power of Keystroke Sound },
      booktitle = { IEEE Transactions on Information Forensics and Security },
      volume = { 10 },
      number = { 2 },
      month = { February },
      year = { 2015 },
      pages = { 333--345 },
    }
  • Attribute Preserved Face De-identification
    Amin Jourabloo, Xi Yin, Xiaoming Liu
    Proc. 8th IAPR International Conference on Biometrics (ICB 2015), Phuket, Thailand, May. 2015 (equal contribution by first two authors)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ attribute-preserved-face-de-identification,
      author = { Amin Jourabloo and Xi Yin and Xiaoming Liu },
      title = { Attribute Preserved Face De-identification },
      booktitle = { Proc. 8th IAPR International Conference on Biometrics },
      address = { Phuket, Thailand },
      month = { May },
      year = { 2015 },
    }

2014

  • On Continuous User Authentication via Typing Behavior
    Joseph Roth, Xiaoming Liu, Dimitris Metaxas
    IEEE Transactions on Image Processing, Vol. 23, No. 10, pp.4611-4624, Oct. 2014
    Bibtex | PDF | Project Webpage
  • @article{ on-continuous-user-authentication-via-typing-behavior,
      author = { Joseph Roth and Xiaoming Liu and Dimitris Metaxas },
      title = { On Continuous User Authentication via Typing Behavior },
      booktitle = { IEEE Transactions on Image Processing },
      volume = { 23 },
      number = { 10 },
      month = { October },
      year = { 2014 },
      pages = { 4611--4624 },
    }
  • 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

  • Biometric Authentication via Keystroke Sound
    Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas
    Proc. 6th IAPR International Conference on Biometrics (ICB 2013), Madrid, Spain, Jun. 2013 (Oral presentation, acceptance rate 11%)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ biometric-authentication-via-keystroke-sound,
      author = { Joseph Roth and Xiaoming Liu and Arun Ross and Dimitris Metaxas },
      title = { Biometric Authentication via Keystroke Sound },
      booktitle = { Proc. 6th IAPR International Conference on Biometrics },
      address = { Madrid, Spain },
      month = { June },
      year = { 2013 },
    }

2011

  • Face Recognition at a Distance
    Frederick Wheeler, Xiaoming Liu, Peter Tu
    Handbook of Face Recognition, Stan Z. Li, Anil K. Jain, Eds., Springer-Verlag, 2011
    Bibtex
  • @incollection{ face-recognition-at-a-distance,
      author = { Frederick Wheeler and Xiaoming Liu and Peter Tu },
      title = { Face Recognition at a Distance },
      booktitle = { Handbook of Face Recognition },
      publisher = { Springer-Verlag },
      editor = { Stan Z. Li, Anil K. Jain },
      year = { 2011 },
      pages = { 353--381 },
    }

2010

  • Improving Biometric Identification Through Quality- based Face and Fingerprint Biometric Fusion
    Yan Tong, Frederick W. Wheeler, Xiaoming Liu
    Proc. IEEE Computer Society Workshop on Biometrics (CVPRW 2010), San Francisco, California, Jun. 2010
    Bibtex | PDF
  • @inproceedings{ improving-biometric-identification-through-quality-based-face-and-fingerprint-biometric-fusion,
      author = { Yan Tong and Frederick W. Wheeler and Xiaoming Liu },
      title = { Improving Biometric Identification Through Quality- based Face and Fingerprint Biometric Fusion },
      booktitle = { Proc. IEEE Computer Society Workshop on Biometrics },
      address = { San Francisco, California },
      month = { June },
      year = { 2010 },
    }

2009

  • Improving Face Recognition with a Quality-based Probabilistic Framework
    Necmiye Ozay, Yan Tong, Frederick W. Wheeler, Xiaoming Liu
    in Proceeding of IEEE Computer Society Workshop on Biometrics (CVPRW 2009), Miami Beach, Florida, Jun. 2009 (Best Paper Honorable Mention Award)
    Bibtex | PDF
  • @inproceedings{ improving-face-recognition-with-a-quality-based-probabilistic-framework,
      author = { Necmiye Ozay and Yan Tong and Frederick W. Wheeler and Xiaoming Liu },
      title = { Improving Face Recognition with a Quality-based Probabilistic Framework },
      booktitle = { in Proceeding of IEEE Computer Society Workshop on Biometrics },
      address = { Miami Beach, Florida },
      month = { June },
      year = { 2009 },
    }

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 },
    }