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
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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
2014
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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
2013
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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
2012
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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 -
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
2009
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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
2008
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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