3D face modeling | 3D Object Detection | 3D Shape Correspondence | Activity Recognition | 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 | Pedestrian Detection | Plant Vision | Semantic Segmentation | Sensor Fusion | Sequence Alignment | Surveillance | Tracking | Typing behavior | Video
Surveillance
2018
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Representation Learning by Rotating Your Faces
Luan Tran, Xi Yin, Xiaoming Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 41, No. 12, pp.3007-3021, , Sep. 2018 (in press)
Bibtex | PDF | arXiv | Project Webpage
2017
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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
2011
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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 -
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
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
2007
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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 -
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