3D Face Modeling | 3D Object Detection | 3D Shape Correspondence | 3D Shape Reconstruction | Activity Recognition | Adversarial Attacks | Anti-Spoofing | Application | Attention Mechanism | Biometrics | Data Imputation | Database | Deep Learning | Deepfake | Depth Completion | Depth Prediction | Domain Adaptation | Expression Recognition | Face Alignment | Face Antispoofing | Face Deidentification | Face Modeling | Face Recognition | Face Reconstruction | Face Relighting | Fake Faces | Forecasting | Forensics | Gait Recognition | Generic Object 3D Reconstruction | Image Alignment | Image Forgery | Image Segmentation | Joint Alignment | Learning | Low-level Vision | Medical Imaging | Motion Compensation | Multi-modality | Multimedia Retrieval | Noise Synthesis | Object Detection | Pedestrian Detection | Plant Vision | Semantic Segmentation | Sensor Fusion | Sequence Alignment | Surveillance | Tracking | Typing Behavior | Video

Image Alignment

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, Vol. 40, No. 6, pp.1411-1423, , Jul. 2017
    Bibtex | PDF | arXiv | Project Webpage | Code
    • @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 },
      journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      volume = { 40 },
      number = { 6 },
      month = { July },
      year = { 2017 },
      pages = { 1411--1423 },
    }

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

  • 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

  • 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 },
    }
  • 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 },
    }

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

  • 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 },
    }