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

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 },
    }
  • 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) (in press) = Proc. of IEEE Conference on Visual Analytics Science and Technology (VAST), Phoenix, AZ, Oct. 2017 (in press)
    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? },
      booktitle = { IEEE Transactions on Visualization and Computer Graphics (TVCG) (in press) = Proc. of IEEE Conference on Visual Analytics Science and Technology (VAST) },
      month = { October },
      year = { 2017 },
    }
  • Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    IEEE Transactions on Pattern Analysis and Machine Intelligence, , Jul. 2017 (in press)
    Bibtex | PDF | arXiv | Project Webpage
  • @article{ joint-multi-leaf-segmentation-alignment-and-tracking-from-fluorescence-plant-videos,
      author = { Xi Yin and Xiaoming Liu and Jin Chen and David M. Kramer },
      title = { Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos },
      booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      month = { July },
      year = { 2017 },
    }
  • Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition
    Xi Yin, Xiaoming Liu
    Under Review IEEE Transactions on Image Processing, Apr. 2017
    Bibtex | PDF | arXiv
  • @article{ multi-task-convolutional-neural-network-for-pose-invariant-face-recognition,
      author = { Xi Yin and Xiaoming Liu },
      title = { Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition },
      journal = { arXiv preprint arXiv:1702.04710 },
      year = { 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 },
      month = { April },
      year = { 2017 },
    }
  • Intelligent and Automatic in vivo Detection and Quantification of Transplanted Cells in MRI
    Muhammad Jamal Afridi, Arun Ross, Xiaoming Liu, Margaret Bennewitz, Dorela Shuboni, Erik M Shapiro
    Magnetic Resonance in Medicine, , Jan. 2017 (in press)
    Bibtex | PDF | Supplemental
  • @article{ intelligent-and-automatic-in-vivo-detection-and-quantification-of-transplanted-cells-in-mri,
      author = { Muhammad Jamal Afridi and Arun Ross and Xiaoming Liu and Margaret Bennewitz and Dorela Shuboni and Erik M Shapiro },
      title = { Intelligent and Automatic in vivo Detection and Quantification of Transplanted Cells in MRI },
      booktitle = { Magnetic Resonance in Medicine },
      month = { January },
      year = { 2017 },
    }
  • Illuminating Pedestrians via Simultaneous Detection & Segmentation
    Garrick Brazil, Xi Yin, Xiaoming Liu
    In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
    Bibtex | PDF | arXiv | Project Webpage
  • @inproceedings{ illuminating-pedestrians-via-simultaneous-detection-segmentation,
      author = { Garrick Brazil and Xi Yin and Xiaoming Liu },
      title = { Illuminating Pedestrians via Simultaneous Detection & Segmentation },
      booktitle = { In Proceeding of International Conference on Computer Vision },
      address = { Venice, Italy },
      month = { October },
      year = { 2017 },
    }
  • Image Restoration using Persistent Memory Network
    Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu
    In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
    Bibtex | PDF
  • @inproceedings{ image-restoration-using-persistent-memory-network,
      author = { Ying Tai and Jian Yang and Xiaoming Liu and Chunyan Xu },
      title = { Image Restoration using Persistent Memory Network },
      booktitle = { In Proceeding of International Conference on Computer Vision },
      address = { Venice, Italy },
      month = { October },
      year = { 2017 },
    }
  • Monocular Video-Based Trailer Coupler Detection using Multiplexer Convolutional Neural Network
    Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu
    In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
    Bibtex | PDF | Project Webpage
  • @inproceedings{ monocular-video-based-trailer-coupler-detection-using-multiplexer-convolutional-neural-network,
      author = { Yousef Atoum and Joseph Roth and Michael Bliss and Wende Zhang and Xiaoming Liu },
      title = { Monocular Video-Based Trailer Coupler Detection using Multiplexer Convolutional Neural Network },
      booktitle = { In Proceeding of International Conference on Computer Vision },
      address = { Venice, Italy },
      month = { October },
      year = { 2017 },
    }
  • 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 },
    }
  • Towards Large-Pose Face Frontalization in the Wild
    Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker
    In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
    Bibtex | PDF | arXiv
  • @inproceedings{ towards-large-pose-face-frontalization-in-the-wild,
      author = { Xi Yin and Xiang Yu and Kihyuk Sohn and Xiaoming Liu and Manmohan Chandraker },
      title = { Towards Large-Pose Face Frontalization in the Wild },
      booktitle = { In Proceeding of International Conference on Computer Vision },
      address = { Venice, Italy },
      month = { October },
      year = { 2017 },
    }
  • Face Anti-Spoofing Using Patch and Depth-based CNNs
    Yousef Atoum, Yaojie Liu, Amin Jourabloo, Xiaoming Liu
    In Proceeding of International Joint Conference on Biometrics (IJCB 2017), Denver, CO, Oct. 2017
    Bibtex | PDF
  • @inproceedings{ face-anti-spoofing-using-patch-and-depth-based-cnns,
      author = { Yousef Atoum and Yaojie Liu and Amin Jourabloo and Xiaoming Liu },
      title = { Face Anti-Spoofing Using Patch and Depth-based CNNs },
      booktitle = { In Proceeding of International Joint Conference on Biometrics },
      address = { Denver, CO },
      month = { October },
      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 },
    }
  • Image Super-Resolution via Deep Recursive Residual Network
    Ying Tai, Jian Yang, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, Jul. 2017
    Bibtex | PDF | Project Webpage
  • @inproceedings{ image-super-resolution-via-deep-recursive-residual-network,
      author = { Ying Tai and Jian Yang and Xiaoming Liu },
      title = { Image Super-Resolution via Deep Recursive Residual Network },
      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 },
    }
  • Spatio-temporal Alignment of Non-overlapping Sequences from Independently Panning Cameras
    Seyed Morteza Safdarnejad, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, Jul. 2017
    Bibtex | PDF | Project Webpage
  • @inproceedings{ spatio-temporal-alignment-of-non-overlapping-sequences-from-independently-panning-cameras,
      author = { Seyed Morteza Safdarnejad and Xiaoming Liu },
      title = { Spatio-temporal Alignment of Non-overlapping Sequences from Independently Panning Cameras },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Honolulu, HI },
      month = { July },
      year = { 2017 },
    }
  • On Geometric Features for Skeleton-Based Action Recognition using Multilayer LSTM Networks
    Songyang Zhang, Xiaoming Liu, Jun Xiao
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2017), Santa Rosa, CA, Mar. 2017
    Bibtex | PDF
  • @inproceedings{ on-geometric-features-for-skeleton-based-action-recognition-using-multilayer-lstm-networks,
      author = { Songyang Zhang and Xiaoming Liu and Jun Xiao },
      title = { On Geometric Features for Skeleton-Based Action Recognition using Multilayer LSTM Networks },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Santa Rosa, CA },
      month = { March },
      year = { 2017 },
    }

2016

  • Adaptive 3D Face Reconstruction from Unconstrained Photo Collections
    Joseph Roth, Yiying Tong, Xiaoming Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence, , Dec. 2016
    Bibtex | PDF | Project Webpage
  • @article{ adaptive-3d-face-reconstruction-from-unconstrained-photo-collections,
      author = { Joseph Roth and Yiying Tong and Xiaoming Liu },
      title = { Adaptive 3D Face Reconstruction from Unconstrained Photo Collections },
      booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      month = { December },
      year = { 2016 },
    }
  • Multi-modality Imagery Database for Plant Phenotyping
    Jeffrey A. Cruz, Xi Yin, Xiaoming Liu, Saif M. Imran, Daniel D. Morris, David M. Kramer, Jin Chen
    Machine Vision and Applications, Vol. 7, pp.1-15, , Jul. 2016 (equal contribution by first two authors)
    Bibtex | PDF | Project Webpage
  • @article{ multi-modality-imagery-database-for-plant-phenotyping,
      author = { Jeffrey A. Cruz and Xi Yin and Xiaoming Liu and Saif M. Imran and Daniel D. Morris and David M. Kramer and Jin Chen },
      title = { Multi-modality Imagery Database for Plant Phenotyping },
      booktitle = { Machine Vision and Applications },
      volume = { 7 },
      month = { July },
      year = { 2016 },
      pages = { 1--15 },
    }
  • Energy-Efficient Aquatic Environment Monitoring Using Smartphone-Based Robots
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu
    ACM Transactions on Sensor Networks, , May. 2016 (in press)
    Bibtex | PDF
  • @article{ energy-efficient-aquatic-environment-monitoring-using-smartphone-based-robots,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu },
      title = { Energy-Efficient Aquatic Environment Monitoring Using Smartphone-Based Robots },
      booktitle = { ACM Transactions on Sensor Networks },
      month = { May },
      year = { 2016 },
    }
  • Leaf Segmentation in Plant Phenotyping: A Collation Study
    Hanno Scharr, Massimo Minervini, Andrew P. French, Christian Klukas, David M. Kramer, Xiaoming Liu, Imanol L. Muntion, Jean-Michel Pape, Gerrit Polder, Danijela Vukadinovic, Xi Yin, Sotirios A. Tsaftaris
    Machine Vision and Application, Vol. 7, , May. 2016
    Bibtex | PDF | Project Webpage
  • @article{ leaf-segmentation-in-plant-phenotyping-a-collation-study,
      author = { Hanno Scharr and Massimo Minervini and Andrew P. French and Christian Klukas and David M. Kramer and Xiaoming Liu and Imanol L. Muntion and Jean-Michel Pape and Gerrit Polder and Danijela Vukadinovic and Xi Yin and Sotirios A. Tsaftaris },
      title = { Leaf Segmentation in Plant Phenotyping: A Collation Study },
      booktitle = { Machine Vision and Application },
      volume = { 7 },
      month = { May },
      year = { 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 },
    }
  • Temporally Robust Global Motion Compensation by Keypoint-based Congealing
    Seyed Morteza Safdarnejad, Yousef Atoum, Xiaoming Liu
    Proc. European Conference on Computer Vision (ECCV 2016), Amsterdam, The Netherlands, Oct. 2016
    Bibtex | PDF | Project Webpage
  • @inproceedings{ temporally-robust-global-motion-compensation-by-keypoint-based-congealing,
      author = { Seyed Morteza Safdarnejad and Yousef Atoum and Xiaoming Liu },
      title = { Temporally Robust Global Motion Compensation by Keypoint-based Congealing },
      booktitle = { Proc. European Conference on Computer Vision },
      address = { Amsterdam, The Netherlands },
      month = { October },
      year = { 2016 },
    }
  • Adaptive 3D Face Reconstruction from Unconstrained Photo Collections
    Joseph Roth, Yiying Tong, Xiaoming Liu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, Jun. 2016
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ adaptive-3d-face-reconstruction-from-unconstrained-photo-collections,
      author = { Joseph Roth and Yiying Tong and Xiaoming Liu },
      title = { Adaptive 3D Face Reconstruction from Unconstrained Photo Collections },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Las Vegas, NV },
      month = { June },
      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

  • Automated Online Exam Proctoring
    Yousef Atoum, Liping Chen, Alex X. Liu, Stephen D. H. Hsu, Xiaoming Liu
    IEEE Transactions on Multimedia, , Dec. 2015 (Accepted)
    Bibtex | PDF | Poster | Project Webpage
  • @article{ automated-online-exam-proctoring,
      author = { Yousef Atoum and Liping Chen and Alex X. Liu and Stephen D. H. Hsu and Xiaoming Liu },
      title = { Automated Online Exam Proctoring },
      booktitle = { IEEE Transactions on Multimedia },
      month = { December },
      year = { 2015 },
    }
  • On Developing and Enhancing Plant-Level Disease Rating Systems in Real Fields
    Yousef Atoum, Muhammad Jamal Afridi, Xiaoming Liu, J. Mitchell McGrath, Linda E. Hanson
    Pattern Recognition, , Dec. 2015
    Bibtex | PDF | Project Webpage
  • @article{ on-developing-and-enhancing-plant-level-disease-rating-systems-in-real-fields,
      author = { Yousef Atoum and Muhammad Jamal Afridi and Xiaoming Liu and J. Mitchell McGrath and Linda E. Hanson },
      title = { On Developing and Enhancing Plant-Level Disease Rating Systems in Real Fields },
      booktitle = { Pattern Recognition },
      month = { December },
      year = { 2015 },
    }
  • Automatic Feeding Control for Dense Aquaculture Fish Tanks
    Yousef Atoum, Steven Srivastava, Xiaoming Liu
    IEEE Signal Processing Letters, Vol. 22, No. 8, pp.1089-1093, , Aug. 2015
    Bibtex | PDF
  • @article{ automatic-feeding-control-for-dense-aquaculture-fish-tanks,
      author = { Yousef Atoum and Steven Srivastava and Xiaoming Liu },
      title = { Automatic Feeding Control for Dense Aquaculture Fish Tanks },
      booktitle = { IEEE Signal Processing Letters },
      volume = { 22 },
      number = { 8 },
      month = { August },
      year = { 2015 },
      pages = { 1089--1093 },
    }
  • Monitoring Aquatic Debris Using Smartphone-Based Robots
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu, Xiangmao Chang
    IEEE Transactions on Mobile Computing, , Jul. 2015
    Bibtex | PDF
  • @article{ monitoring-aquatic-debris-using-smartphone-based-robots,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu and Xiangmao Chang },
      title = { Monitoring Aquatic Debris Using Smartphone-Based Robots },
      booktitle = { IEEE Transactions on Mobile Computing },
      month = { July },
      year = { 2015 },
    }
  • Demographic Estimation from Face Images: Human vs. Machine Performance
    Hu Han, Charles Otto, Xiaoming Liu, Anil K. Jain
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, No. 6, pp.1148-1161, , Jun. 2015
    Bibtex | PDF
  • @article{ demographic-estimation-from-face-images-human-vs-machine-performance,
      author = { Hu Han and Charles Otto and Xiaoming Liu and Anil K. Jain },
      title = { Demographic Estimation from Face Images: Human vs. Machine Performance },
      booktitle = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      volume = { 37 },
      number = { 6 },
      month = { June },
      year = { 2015 },
      pages = { 1148--1161 },
    }
  • 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 },
    }
  • 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 },
    }
  • Automatic in vivo Cell Detection in MRI
    Muhammad Jamal Afridi, Xiaoming Liu, Erik M Shapiro, Arun Ross
    Proc. 18th Medical Image Computing and Computer Assisted Intervention (MICCAI 2015), Munich, Germany, Oct. 2015
    Bibtex | PDF
  • @inproceedings{ automatic-in-vivo-cell-detection-in-mri,
      author = { Muhammad Jamal Afridi and Xiaoming Liu and Erik M Shapiro and Arun Ross },
      title = { Automatic in vivo Cell Detection in MRI },
      booktitle = { Proc. 18th Medical Image Computing and Computer Assisted Intervention },
      address = { Munich, Germany },
      month = { October },
      year = { 2015 },
    }
  • Unconstrained 3D Face Reconstruction
    Joseph Roth, Yiying Tong, Xiaoming Liu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2015), Bostan, MA, Jun. 2015 (Acceptance rate 28%)
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ unconstrained-3d-face-reconstruction,
      author = { Joseph Roth and Yiying Tong and Xiaoming Liu },
      title = { Unconstrained 3D Face Reconstruction },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Bostan, MA },
      month = { June },
      year = { 2015 },
    }
  • Robust Global Motion Compensation in Presence of Predominant Foreground
    Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa
    Proc. British Machine Vision Conference (BMVC 2015), Swansea, UK, Sep. 2015 (Acceptance rate 33%, Best Poster Award)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ robust-global-motion-compensation-in-presence-of-predominant-foreground,
      author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa },
      title = { Robust Global Motion Compensation in Presence of Predominant Foreground },
      booktitle = { Proc. British Machine Vision Conference },
      address = { Swansea, UK },
      month = { September },
      year = { 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 },
    }
  • 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 },
    }
  • Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis
    Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa, Brooks Andrus, John Wood, Dean Craven
    Proc. International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May. 2015 (Acceptance rate 84/221 = 38%)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ sports-videos-in-the-wild-svw-a-video-dataset-for-sports-analysis,
      author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa and Brooks Andrus and John Wood and Dean Craven },
      title = { Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis },
      booktitle = { Proc. International Conference on Automatic Face and Gesture Recognition },
      address = { Ljubljana, Slovenia },
      month = { May },
      year = { 2015 },
    }
  • Samba: A Smartphone-Based Robot System for Energy-Efficient Aquatic Environment Monitoring
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu
    Proc. 14th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2015), Seattle, USA, Apr. 2015 (Acceptance rate 24%)
    Bibtex | PDF
  • @inproceedings{ samba-a-smartphone-based-robot-system-for-energy-efficient-aquatic-environment-monitoring,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu },
      title = { Samba: A Smartphone-Based Robot System for Energy-Efficient Aquatic Environment Monitoring },
      booktitle = { Proc. 14th ACM/IEEE International Conference on Information Processing in Sensor Networks },
      address = { Seattle, USA },
      month = { April },
      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 },
    }
  • 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 },
    }
  • Multi-Leaf Tracking from Fluorescence Plant Videos
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    In Proceedings of IEEE Conference on Image Processing (ICIP 2014), Paris, France, Oct. 2014 (Top 10% Paper Award)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ multi-leaf-tracking-from-fluorescence-plant-videos,
      author = { Xi Yin and Xiaoming Liu and Jin Chen and David M. Kramer },
      title = { Multi-Leaf Tracking from Fluorescence Plant Videos },
      booktitle = { In Proceedings of IEEE Conference on Image Processing },
      address = { Paris, France },
      month = { October },
      year = { 2014 },
    }
  • Genre Categorization of Amateur Sports Videos in the Wild
    Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa
    Proc. International Conference on Image Processing (ICIP 2014), Paris, France, Oct. 2014
    Bibtex | PDF
  • @inproceedings{ genre-categorization-of-amateur-sports-videos-in-the-wild,
      author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa },
      title = { Genre Categorization of Amateur Sports Videos in the Wild },
      booktitle = { Proc. International Conference on Image Processing },
      address = { Paris, France },
      month = { October },
      year = { 2014 },
    }
  • An Automated System for Plant-level Disease Rating in Real Fields
    Muhammad Jamal Afridi, Xiaoming Liu, J. Mitchell McGrath
    Proc. 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, Aug. 2014 (Oral, Acceptance rate 14%, Best Industry Related Paper Award runner-up)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ an-automated-system-for-plant-level-disease-rating-in-real-fields,
      author = { Muhammad Jamal Afridi and Xiaoming Liu and J. Mitchell McGrath },
      title = { An Automated System for Plant-level Disease Rating in Real Fields },
      booktitle = { Proc. 22nd International Conference on Pattern Recognition },
      address = { Stockholm, Sweden },
      month = { August },
      year = { 2014 },
    }
  • Aquatic Debris Monitoring Using Smartphone-Based Robotic Sensors
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu, Xiangmao Chang
    Proc. 13th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2014), Berlin, Germany, Apr. 2014 (Acceptance rate 20.7%, Best Paper Award Runner-up)
    Bibtex | PDF
  • @inproceedings{ aquatic-debris-monitoring-using-smartphone-based-robotic-sensors,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu and Xiangmao Chang },
      title = { Aquatic Debris Monitoring Using Smartphone-Based Robotic Sensors },
      booktitle = { Proc. 13th ACM/IEEE International Conference on Information Processing in Sensor Networks },
      address = { Berlin, Germany },
      month = { April },
      year = { 2014 },
    }
  • Image Segmentation of Mesenchymal Stem Cells in Diverse Culturing Conditions
    Muhammad Jamal Afridi, Chun Liu, Christina Chan, Seungik Baek, Xiaoming Liu
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2014), Steamboat Springs, USA, Mar. 2014
    Bibtex | PDF | Project Webpage
  • @inproceedings{ image-segmentation-of-mesenchymal-stem-cells-in-diverse-culturing-conditions,
      author = { Muhammad Jamal Afridi and Chun Liu and Christina Chan and Seungik Baek and Xiaoming Liu },
      title = { Image Segmentation of Mesenchymal Stem Cells in Diverse Culturing Conditions },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Steamboat Springs, USA },
      month = { March },
      year = { 2014 },
    }
  • Multi-Leaf Alignment from Fluorescence Plant Images
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2014), Steamboat Springs, USA, Mar. 2014 (Best Student Paper Award)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ multi-leaf-alignment-from-fluorescence-plant-images,
      author = { Xi Yin and Xiaoming Liu and Jin Chen and David M. Kramer },
      title = { Multi-Leaf Alignment from Fluorescence Plant Images },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Steamboat Springs, USA },
      month = { March },
      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 },
    }
  • 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 },
    }
  • Parsing Radiographs by Integrating Landmark Set Detection and Multi-object Active Appearance Models
    Albert Montillo, Qi Song, Xiaoming Liu, James Miller
    Proc. SPIE Medical Imaging on Image Processing, Florida, USA, Feb. 2013 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ parsing-radiographs-by-integrating-landmark-set-detection-and-multi-object-active-appearance-models,
      author = { Albert Montillo and Qi Song and Xiaoming Liu and James Miller },
      title = { Parsing Radiographs by Integrating Landmark Set Detection and Multi-object Active Appearance Models },
      booktitle = { Proc. SPIE Medical Imaging on Image Processing },
      address = { Florida, USA },
      month = { February },
      year = { 2013 },
    }

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 },
    }
  • Spatio-Temporal Phrases for Activity Recognition
    Yimeng Zhang, Xiaoming Liu, Ming-Ching Chang, Weina Ge, Tsuhan Chen
    Proc. European Conference on Computer Vision (ECCV 2012), Firenze, Italy, Oct. 2012
    Bibtex | PDF
  • @inproceedings{ spatio-temporal-phrases-for-activity-recognition,
      author = { Yimeng Zhang and Xiaoming Liu and Ming-Ching Chang and Weina Ge and Tsuhan Chen },
      title = { Spatio-Temporal Phrases for Activity Recognition },
      booktitle = { Proc. European Conference on Computer Vision },
      address = { Firenze, Italy },
      month = { October },
      year = { 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 },
    }
  • Learning-based Scan Plane Identification From Fetal Head Ultrasound Images
    Xiaoming Liu, Pavan Annangi, Mithun Gupta, Bing Yu, Dirk Padfield, Jyotirmoy Banerjee, Kajoli Krishnan
    Proc. SPIE Medical Imaging on Ultrasonic Imaging, Tomography, and Therapy, California, USA, Feb. 2012
    Bibtex | PDF
  • @inproceedings{ learning-based-scan-plane-identification-from-fetal-head-ultrasound-images,
      author = { Xiaoming Liu and Pavan Annangi and Mithun Gupta and Bing Yu and Dirk Padfield and Jyotirmoy Banerjee and Kajoli Krishnan },
      title = { Learning-based Scan Plane Identification From Fetal Head Ultrasound Images },
      booktitle = { Proc. SPIE Medical Imaging on Ultrasonic Imaging, Tomography, and Therapy },
      address = { California, USA },
      month = { February },
      year = { 2012 },
    }
  • Group Context Learning for Event Recognition
    Yimeng Zhang, Weina Ge, Ming-Ching Chang, Xiaoming Liu
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2012), Colorado, USA, Jan. 2012 (Oral presentation, acceptance rate 8%, Best Student Paper Award)
    Bibtex | PDF
  • @inproceedings{ group-context-learning-for-event-recognition,
      author = { Yimeng Zhang and Weina Ge and Ming-Ching Chang and Xiaoming Liu },
      title = { Group Context Learning for Event Recognition },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Colorado, USA },
      month = { January },
      year = { 2012 },
    }
  • Image Congealing Via Efficient Feature Selection
    Ya Xue, Xiaoming Liu
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2012), Colorado, USA, Jan. 2012
    Bibtex | PDF
  • @inproceedings{ image-congealing-via-efficient-feature-selection,
      author = { Ya Xue and Xiaoming Liu },
      title = { Image Congealing Via Efficient Feature Selection },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Colorado, USA },
      month = { January },
      year = { 2012 },
    }

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 },
    }
  • Video Analytics for Force Protection
    Peter Tu, Glen Brooksby, Gianfranco Doretto, Donald Hamilton, Nils Krahnstoever, J. Brandon Laflen, Xiaoming Liu, Kedar Patwardhan, Thomas Sebastian, Yan Tong, Jilin Tu, Frederick Wheeler, Christopher Wynnyk, Yi Yao, Ting Yu
    Distributed Video Sensor Networks, B. Bhanu, C.V. Ravishankar, A.K. Roy-Chowdhury, H. Aghajan, D. Terzopoulos, Eds., Springer-Verlag, 2011
    Bibtex
  • @incollection{ video-analytics-for-force-protection,
      author = { Peter Tu and Glen Brooksby and Gianfranco Doretto and Donald Hamilton and Nils Krahnstoever and J. Brandon Laflen and Xiaoming Liu and Kedar Patwardhan and Thomas Sebastian and Yan Tong and Jilin Tu and Frederick Wheeler and Christopher Wynnyk and Yi Yao and Ting Yu },
      title = { Video Analytics for Force Protection },
      booktitle = { Distributed Video Sensor Networks },
      publisher = { Springer-Verlag },
      editor = { B. Bhanu, C.V. Ravishankar, A.K. Roy-Chowdhury, H. Aghajan, D. Terzopoulos },
      year = { 2011 },
      pages = { 405--425 },
    }
  • Automatic Surveillance Video Matting Using a Shape Prior
    Ting Yu, Xiaoming Liu, Ser-Nam Lim, Nils Krahnstoever, Peter Tu
    Proc. 11th IEEE Workshop on Visual Surveillance (ICCV 2011), Barcelona, Spain, Sep. 2011
    Bibtex | PDF
  • @inproceedings{ automatic-surveillance-video-matting-using-a-shape-prior,
      author = { Ting Yu and Xiaoming Liu and Ser-Nam Lim and Nils Krahnstoever and Peter Tu },
      title = { Automatic Surveillance Video Matting Using a Shape Prior },
      booktitle = { Proc. 11th IEEE Workshop on Visual Surveillance },
      address = { Barcelona, Spain },
      month = { September },
      year = { 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 },
    }
  • Site-adaptation methods for face recognition
    Jilin Tu, Xiaoming Liu, Peter Tu
    Proc. 4th IEEE Biometrics: Theory, Applications and Systems (BTAS 2010), Arlington, Virginia, Sep. 2010
    Bibtex | PDF
  • @inproceedings{ site-adaptation-methods-for-face-recognition,
      author = { Jilin Tu and Xiaoming Liu and Peter Tu },
      title = { Site-adaptation methods for face recognition },
      booktitle = { Proc. 4th IEEE Biometrics: Theory, Applications and Systems },
      address = { Arlington, Virginia },
      month = { September },
      year = { 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

  • 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 },
    }
  • On Optimizing Subspaces for Face Recognition
    Jilin Tu, Xiaoming Liu, Peter Tu
    Proc. International Conference on Computer Vision (ICCV 2009), Kyoto, Japan, Sep. 2009
    Bibtex | PDF
  • @inproceedings{ on-optimizing-subspaces-for-face-recognition,
      author = { Jilin Tu and Xiaoming Liu and Peter Tu },
      title = { On Optimizing Subspaces for Face Recognition },
      booktitle = { Proc. International Conference on Computer Vision },
      address = { Kyoto, Japan },
      month = { September },
      year = { 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 },
    }
  • 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 },
    }
  • 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 },
    }

2008

  • Boosted Deformable Model for Human Body Alignment
    Xiaoming Liu, Ting Yu, Thomas Sebastian, Peter Tu
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, Alaska, Jun. 2008
    Bibtex | PDF
  • @inproceedings{ boosted-deformable-model-for-human-body-alignment,
      author = { Xiaoming Liu and Ting Yu and Thomas Sebastian and Peter Tu },
      title = { Boosted Deformable Model for Human Body Alignment },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Anchorage, Alaska },
      month = { June },
      year = { 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 },
    }
  • 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 },
    }
  • Automatic Face Recognition from Skeletal Remains
    Peter Tu, Rebecca Book, Xiaoming Liu, Nils Krahnstoever, Carl Adrian, Phil Williams
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2007), Minneapolis, Minnesota, Jun. 2007
    Bibtex | PDF
  • @inproceedings{ automatic-face-recognition-from-skeletal-remains,
      author = { Peter Tu and Rebecca Book and Xiaoming Liu and Nils Krahnstoever and Carl Adrian and Phil Williams },
      title = { Automatic Face Recognition from Skeletal Remains },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Minneapolis, Minnesota },
      month = { June },
      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 },
    }
  • Multi-Frame Super-Resolution for Face Recognition
    Frederick Wheeler, Xiaoming Liu, Peter Tu
    Proc. of IEEE Conference on Biometrics: Theory, Applications and Systems (BTAS 2007), Washington D.C, USA, Sep. 2007
    Bibtex | PDF
  • @inproceedings{ multi-frame-super-resolution-for-face-recognition,
      author = { Frederick Wheeler and Xiaoming Liu and Peter Tu },
      title = { Multi-Frame Super-Resolution for Face Recognition },
      booktitle = { Proc. of IEEE Conference on Biometrics: Theory, Applications and Systems },
      address = { Washington D.C, USA },
      month = { September },
      year = { 2007 },
    }
  • What are Customers Looking at?
    Xiaoming Liu, Nils Krahnstoever, Ting Yu, Peter Tu
    Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2007), London, UK, Sep. 2007 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ what-are-customers-looking-at,
      author = { Xiaoming Liu and Nils Krahnstoever and Ting Yu and Peter Tu },
      title = { What are Customers Looking at? },
      booktitle = { Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance },
      address = { London, UK },
      month = { September },
      year = { 2007 },
    }
  • Face Mosaicing for Pose Robust Video-Based Recognition
    Xiaoming Liu, Tsuhan Chen
    Proc. 8th Asian Conference on Computer Vision (ACCV 2007), Tokyo, Japan, Sep. 2007 (Acceptance rate 32%)
    Bibtex | PDF
  • @inproceedings{ face-mosaicing-for-pose-robust-video-based-recognition,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Face Mosaicing for Pose Robust Video-Based Recognition },
      booktitle = { Proc. 8th Asian Conference on Computer Vision },
      address = { Tokyo, Japan },
      month = { September },
      year = { 2007 },
    }
  • Surveillance Video Analytics for Large Camera Networks
    Peter Tu, Fred Wheeler, Nils Krahnstoever, Thomas Sebastian, Jens Rittscher, Xiaoming Liu, Amitha Perera, Gianfranco Doretto
    (Invited paper)
    Bibtex
  • An Intelligent Video Framework for Homeland Protection
    Peter Tu, Gianfranco Doretto, Nils Krahnstoever, Amitha Perera, Frederick Wheeler, Xiaoming Liu, Jens Rittscher, Thomas Sebastian, Ting Yu, Kevin Harding
    Proc. SPIE Defence and Security Symposium - Unattended Ground, Sea, and Air Sensor Technologies and Applications IX, Orlando, FL, USA, Apr. 2007 (Invited paper)
    Bibtex
  • @inproceedings{ an-intelligent-video-framework-for-homeland-protection,
      author = { Peter Tu and Gianfranco Doretto and Nils Krahnstoever and Amitha Perera and Frederick Wheeler and Xiaoming Liu and Jens Rittscher and Thomas Sebastian and Ting Yu and Kevin Harding },
      title = { An Intelligent Video Framework for Homeland Protection },
      booktitle = { Proc. SPIE Defence and Security Symposium - Unattended Ground, Sea, and Air Sensor Technologies and Applications IX },
      address = { Orlando, FL, USA },
      month = { April },
      year = { 2007 },
    }
  • Multi-Frame Image Restoration for Face Recognition
    Frederick Wheeler, Xiaoming Liu, Peter Tu, Ralph Hoctor
    Proc. IEEE Signal Processing Society Workshop on Signal Processing Applications for Public Security and Forensics (SAFE 2007), Washington, D.C., USA, Apr. 2007
    Bibtex | PDF
  • @inproceedings{ multi-frame-image-restoration-for-face-recognition,
      author = { Frederick Wheeler and Xiaoming Liu and Peter Tu and Ralph Hoctor },
      title = { Multi-Frame Image Restoration for Face Recognition },
      booktitle = { Proc. IEEE Signal Processing Society Workshop on Signal Processing Applications for Public Security and Forensics },
      address = { Washington, D.C., USA },
      month = { April },
      year = { 2007 },
    }

2006

  • Optimal Pose for Face Recognition
    Xiaoming Liu, Tsuhan Chen, Jens Rittscher
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2006), New York, New York, Jun. 2006
    Bibtex | PDF
  • @inproceedings{ optimal-pose-for-face-recognition,
      author = { Xiaoming Liu and Tsuhan Chen and Jens Rittscher },
      title = { Optimal Pose for Face Recognition },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { New York, New York },
      month = { June },
      year = { 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 },
    }

2005

  • Pose-Robust Face Recognition Using Geometry Assisted Probabilistic Modeling
    Xiaoming Liu, Tsuhan Chen
    in Proceeding of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2005), San Diego, California, Jun. 2005
    Bibtex | PDF
  • @inproceedings{ pose-robust-face-recognition-using-geometry-assisted-probabilistic-modeling,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Pose-Robust Face Recognition Using Geometry Assisted Probabilistic Modeling },
      booktitle = { in Proceeding of IEEE International Conference on Computer Vision and Pattern Recognition },
      address = { San Diego, California },
      month = { June },
      year = { 2005 },
    }
  • The CMU Face In Action (FIA) Database
    Rodney Goh, Lihao Liu, Xiaoming Liu, Tsuhan Chen
    Proc. IEEE International Workshop on Analysis and Modeling of Faces and Gestures, held in conjunction with ICCV, Beijing, China, Oct. 2005
    Bibtex | PDF
  • @inproceedings{ the-cmu-face-in-action-fia-database,
      author = { Rodney Goh and Lihao Liu and Xiaoming Liu and Tsuhan Chen },
      title = { The CMU Face In Action (FIA) Database },
      booktitle = { Proc. IEEE International Workshop on Analysis and Modeling of Faces and Gestures, held in conjunction with ICCV },
      address = { Beijing, China },
      month = { October },
      year = { 2005 },
    }
  • Detecting And Counting People In Surveillance Applications
    Xiaoming Liu, Peter Tu, Jens Rittscher, Amitha Perera, Nils Krahnstoever
    Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2005), Como, Italy, Sep. 2005
    Bibtex | PDF
  • @inproceedings{ detecting-and-counting-people-in-surveillance-applications,
      author = { Xiaoming Liu and Peter Tu and Jens Rittscher and Amitha Perera and Nils Krahnstoever },
      title = { Detecting And Counting People In Surveillance Applications },
      booktitle = { Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance },
      address = { Como, Italy },
      month = { September },
      year = { 2005 },
    }

2004

  • Pose Robust Face Recognition Based on Mosaicing - An Example Usage of Face In Action (FIA) Database
    Xiaoming Liu, Tsuhan Chen
    Demo session of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2004), Washington, D.C., USA, Jun. 2004
    Bibtex
  • @inproceedings{ pose-robust-face-recognition-based-on-mosaicing-an-example-usage-of-face-in-action-fia-database,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Pose Robust Face Recognition Based on Mosaicing - An Example Usage of Face In Action (FIA) Database },
      booktitle = { Demo session of the IEEE International Conference on Computer Vision and Pattern Recognition },
      address = { Washington, D.C., USA },
      month = { June },
      year = { 2004 },
    }

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 },
    }
  • Face Authentication for Multiple Subjects Using Eigenflow
    Xiaoming Liu, Tsuhan Chen, B.V.K. Vijaya Kumar
    Pattern Recognition, Vol. 36, No. 2, pp.313-328, , Feb. 2003
    Bibtex | PDF
  • @article{ face-authentication-for-multiple-subjects-using-eigenflow,
      author = { Xiaoming Liu and Tsuhan Chen and B.V.K. Vijaya Kumar },
      title = { Face Authentication for Multiple Subjects Using Eigenflow },
      booktitle = { Pattern Recognition },
      volume = { 36 },
      number = { 2 },
      month = { February },
      year = { 2003 },
      pages = { 313--328 },
    }
  • Video-Based Face Recognition Using Adaptive Hidden Markov Models
    Xiaoming Liu, Tsuhan Chen
    Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2003), Madison, Wisconsin, Jun. 2003
    Bibtex | PDF
  • @inproceedings{ video-based-face-recognition-using-adaptive-hidden-markov-models,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Video-Based Face Recognition Using Adaptive Hidden Markov Models },
      booktitle = { Proc. IEEE Computer Vision and Pattern Recognition },
      address = { Madison, Wisconsin },
      month = { June },
      year = { 2003 },
    }
  • Geometry-assisted Statistical Modeling for Face Mosaicing
    Xiaoming Liu, Tsuhan Chen
    Proc. IEEE International Conference on Image Processing (ICIP 2003), Barcelona, Spain, Sep. 2003
    Bibtex | PDF
  • @inproceedings{ geometry-assisted-statistical-modeling-for-face-mosaicing,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Geometry-assisted Statistical Modeling for Face Mosaicing },
      booktitle = { Proc. IEEE International Conference on Image Processing },
      address = { Barcelona, Spain },
      month = { September },
      year = { 2003 },
    }

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 },
    }
  • On Modeling Variations For Face Authentication
    Xiaoming Liu, Tsuhan Chen, B.V.K. Vijaya Kumar
    Proc. International Conference on Automatic Face and Gesture Recognition (FG 2002), Washington D.C., May. 2002
    Bibtex | PDF
  • @inproceedings{ on-modeling-variations-for-face-authentication,
      author = { Xiaoming Liu and Tsuhan Chen and B.V.K. Vijaya Kumar },
      title = { On Modeling Variations For Face Authentication },
      booktitle = { Proc. International Conference on Automatic Face and Gesture Recognition },
      address = { Washington D.C. },
      month = { May },
      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 },
    }

2000

  • A Video Based Human Skeleton Extraction Technique For Animation
    Xiaoming Liu, Yueting Zhuang, Yunhe Pan
    Journal of Computer Research & Development, Vol. 37, No. 4, pp.498-506, , Apr. 2000 (in Chinese)
    Bibtex
  • @article{ a-video-based-human-skeleton-extraction-technique-for-animation,
      author = { Xiaoming Liu and Yueting Zhuang and Yunhe Pan },
      title = { A Video Based Human Skeleton Extraction Technique For Animation },
      booktitle = { Journal of Computer Research & Development },
      volume = { 37 },
      number = { 4 },
      month = { April },
      year = { 2000 },
      pages = { 498--506 },
    }
  • Human Three Dimension Motion Skeleton Reconstruction of Motion Image Sequence
    Yueting Zhuang, Xiaoming Liu, Yunhe Pan, Jun Yang
    Journal of Computer-Aided Design & Computer Graphics, Vol. 12, No. 4, pp.245-250, , Apr. 2000 (in Chinese)
    Bibtex
  • @article{ human-three-dimension-motion-skeleton-reconstruction-of-motion-image-sequence,
      author = { Yueting Zhuang and Xiaoming Liu and Yunhe Pan and Jun Yang },
      title = { Human Three Dimension Motion Skeleton Reconstruction of Motion Image Sequence },
      booktitle = { Journal of Computer-Aided Design & Computer Graphics },
      volume = { 12 },
      number = { 4 },
      month = { April },
      year = { 2000 },
      pages = { 245--250 },
    }
  • A New Approach to Retrieve Video by Example Video Clip
    Yueting Zhuang, Xiaoming Liu, Yi Wu, Yunhe Pan
    Chinese Journal of Computers, Vol. 23, No. 3, pp.300-305, , Mar. 2000 (in Chinese)
    Bibtex
  • @article{ Video-Retieva-Journal,
      author = { Yueting Zhuang and Xiaoming Liu and Yi Wu and Yunhe Pan },
      title = { A New Approach to Retrieve Video by Example Video Clip },
      booktitle = { Chinese Journal of Computers },
      volume = { 23 },
      number = { 3 },
      month = { March },
      year = { 2000 },
      pages = { 300--305 },
    }
  • GDP: The Design and Implementation of Object Oriented and Software Components Techniques
    Yueting Zhuang, Xiaoming Liu, Chun Chen, Chenyu Zhang, Weilin Lu
    Computer Science, Vol. 27, No. 1, pp.40-43, , Jan. 2000 (in Chinese)
    Bibtex
  • @article{ gdp-the-design-and-implementation-of-object-oriented-and-software-components-techniques,
      author = { Yueting Zhuang and Xiaoming Liu and Chun Chen and Chenyu Zhang and Weilin Lu },
      title = { GDP: The Design and Implementation of Object Oriented and Software Components Techniques },
      booktitle = { Computer Science },
      volume = { 27 },
      number = { 1 },
      month = { January },
      year = { 2000 },
      pages = { 40--43 },
    }
  • Construct Semantic Net for Video Database
    Yueting Zhuang, Xiaoming Liu, Yunhe Pan
    Proc. First International Workshop on Intelligent Multimedia Computing and Networking (IMMCN 2000), Atlantic City, New Jersey, Mar. 2000
    Bibtex
  • @inproceedings{ construct-semantic-net-for-video-database,
      author = { Yueting Zhuang and Xiaoming Liu and Yunhe Pan },
      title = { Construct Semantic Net for Video Database },
      booktitle = { Proc. First International Workshop on Intelligent Multimedia Computing and Networking },
      address = { Atlantic City, New Jersey },
      month = { March },
      year = { 2000 },
    }
  • Apply Semantic Template to Support Content-based Image Retrieval
    Yueting Zhuang, Xiaoming Liu, Yunhe Pan
    Proc. Society of Photographic Instrumentation Engineers (SPIE 2000), San Jose, California, Jan. 2000
    Bibtex | PDF
  • @inproceedings{ apply-semantic-template-to-support-content-based-image-retrieval,
      author = { Yueting Zhuang and Xiaoming Liu and Yunhe Pan },
      title = { Apply Semantic Template to Support Content-based Image Retrieval },
      booktitle = { Proc. Society of Photographic Instrumentation Engineers },
      address = { San Jose, California },
      month = { January },
      year = { 2000 },
    }
  • Webscope-CBVR: A Customized Content-based Search Engine for Video on WWW
    Xiaoming Liu, Yueting Zhuang, Yunhe Pan
    Proc. Society of Photographic Instrumentation Engineers (SPIE 2000), San Jose, California, Jan. 2000
    Bibtex
  • @inproceedings{ webscope-cbvr-a-customized-content-based-search-engine-for-video-on-www,
      author = { Xiaoming Liu and Yueting Zhuang and Yunhe Pan },
      title = { Webscope-CBVR: A Customized Content-based Search Engine for Video on WWW },
      booktitle = { Proc. Society of Photographic Instrumentation Engineers },
      address = { San Jose, California },
      month = { January },
      year = { 2000 },
    }

1999

  • Model Based Human Motion Tracking
    Xiaoming Liu, Yueting Zhuang, Yunhe Pan
    Journal Computer Research & Development, Vol. 36, No. 10, pp.1268-1273, , Oct. 1999 (in Chinese)
    Bibtex
  • @article{ model-based-human-motion-tracking,
      author = { Xiaoming Liu and Yueting Zhuang and Yunhe Pan },
      title = { Model Based Human Motion Tracking },
      booktitle = { Journal Computer Research & Development },
      volume = { 36 },
      number = { 10 },
      month = { October },
      year = { 1999 },
      pages = { 1268--1273 },
    }
  • Query By Video Clip
    Yueting Zhuang, Xiaoming Liu, Yunhe Pan
    Proc. International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics 1999), Shanghai, China, Dec. 1999
    Bibtex
  • @inproceedings{ query-by-video-clip,
      author = { Yueting Zhuang and Xiaoming Liu and Yunhe Pan },
      title = { Query By Video Clip },
      booktitle = { Proc. International Conference on Computer-Aided Design and Computer Graphics },
      address = { Shanghai, China },
      month = { December },
      year = { 1999 },
    }
  • Semantic Template: A Robust Approach to Support Content-based Image Retrieval
    Xiaoming Liu, Yueting Zhuang, Yunhe Pan
    Proc. International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics 1999), Shanghai, China, Dec. 1999
    Bibtex
  • @inproceedings{ semantic-template-a-robust-approach-to-support-content-based-image-retrieval,
      author = { Xiaoming Liu and Yueting Zhuang and Yunhe Pan },
      title = { Semantic Template: A Robust Approach to Support Content-based Image Retrieval },
      booktitle = { Proc. International Conference on Computer-Aided Design and Computer Graphics },
      address = { Shanghai, China },
      month = { December },
      year = { 1999 },
    }
  • A New Approach to Retrieve Video by Example Video Clip
    Xiaoming Liu, Yueting Zhuang, Yunhe Pan
    Proc. ACM International Multimedia Conference (Multimedia 1999), Orlando, Florida, Oct. 1999
    Bibtex | PDF
  • @inproceedings{ a-new-approach-to-retrieve-video-by-example-video-clip,
      author = { Xiaoming Liu and Yueting Zhuang and Yunhe Pan },
      title = { A New Approach to Retrieve Video by Example Video Clip },
      booktitle = { Proc. ACM International Multimedia Conference },
      address = { Orlando, Florida },
      month = { October },
      year = { 1999 },
    }
  • Video Based Human Animation Technique
    Xiaoming Liu, Tsuhan Chen
    Proc. 7th ACM International Multimedia Conference (Multimedia 1999), Orlando, Florida, Oct. 1999
    Bibtex | PDF
  • @inproceedings{ video-based-human-animation-technique,
      author = { Xiaoming Liu and Tsuhan Chen },
      title = { Video Based Human Animation Technique },
      booktitle = { Proc. 7th ACM International Multimedia Conference },
      address = { Orlando, Florida },
      month = { October },
      year = { 1999 },
    }
  • Video Motion Capture Using Feature Tracking and Skeleton Reconstruction
    Yueting Zhuang, Xiaoming Liu, Yunhe Pan
    Proc. International Conference on Image Processing (ICIP 1999), Kobe, Japan, Oct. 1999
    Bibtex | PDF
  • @inproceedings{ video-motion-capture-using-feature-tracking-and-skeleton-reconstruction,
      author = { Yueting Zhuang and Xiaoming Liu and Yunhe Pan },
      title = { Video Motion Capture Using Feature Tracking and Skeleton Reconstruction },
      booktitle = { Proc. International Conference on Image Processing },
      address = { Kobe, Japan },
      month = { October },
      year = { 1999 },
    }
  • Video Based Human Motion Capture
    Xiaoming Liu, Yueting Zhuang, Yi Wu, Yunhe Pan
    Proc. IEEE Workshop on Multimedia Signal Processing (MMSP 1999), Copenhagen, Denmark, Sep. 1999
    Bibtex
  • @inproceedings{ video-based-human-motion-capture,
      author = { Xiaoming Liu and Yueting Zhuang and Yi Wu and Yunhe Pan },
      title = { Video Based Human Motion Capture },
      booktitle = { Proc. IEEE Workshop on Multimedia Signal Processing },
      address = { Copenhagen, Denmark },
      month = { September },
      year = { 1999 },
    }
  • Content-based Video Retrieval by Example Clip on WWW
    Xiaoming Liu, Yueting Zhuang, Yunhe Pan
    Proc. Eurographics International Workshop on Multimedia (EG MULTIMEDIA 1999), Milan, Italy, Sep. 1999
    Bibtex
  • @inproceedings{ content-based-video-retrieval-by-example-clip-on-www,
      author = { Xiaoming Liu and Yueting Zhuang and Yunhe Pan },
      title = { Content-based Video Retrieval by Example Clip on WWW },
      booktitle = { Proc. Eurographics International Workshop on Multimedia },
      address = { Milan, Italy },
      month = { September },
      year = { 1999 },
    }