3D face modeling
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3D Object Detection
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Activity Recognition
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Application
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Biometrics
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Data Imputation
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Database
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Deep Learning
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Depth Completion
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Domain Adaptation
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Expression recognition
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Face Alignment
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Face Antispoofing
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Face Deidentification
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Face Modeling
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Face Recognition
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Face Reconstruction
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Forecasting
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Forensics
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Gait Recognition
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Image Alignment
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Image Segmentation
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Joint Alignment
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Learning
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Low-level Vision
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Medical Imaging
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Motion Compensation
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Multi-modality
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Multimedia Retrieval
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Pedestrian Detection
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Plant Vision
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Semantic Segmentation
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Sequence Alignment
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Surveillance
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Tracking
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Typing behavior
Learning
2019
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On Learning 3D Face Morphable Model from In-the-wild Images
Luan Tran, Xiaoming Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, , Jun. 2019
(in press)
Bibtex
| PDF
| arXiv
| Project Webpage
@article{ on-learning-3d-face-morphable-model-from-in-the-wild-images,
author = { Luan Tran and Xiaoming Liu },
title = { On Learning 3D Face Morphable Model from In-the-wild Images },
journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
month = { June },
year = { 2019 },
}
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Towards High-fidelity Nonlinear 3D Face Morphable Model
Luan Tran, Feng Liu, Xiaoming Liu
In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, Jun. 2019
Bibtex
| PDF
| arXiv
| Poster
| Project Webpage
@inproceedings{ towards-high-fidelity-nonlinear-3d-face-morphable-model,
author = { Luan Tran and Feng Liu and Xiaoming Liu },
title = { Towards High-fidelity Nonlinear 3D Face Morphable Model },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { Long Beach, CA },
month = { June },
year = { 2019 },
}
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, , Sep. 2018
(in press)
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 = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
month = { September },
year = { 2018 },
}
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Nonlinear 3D Face Morphable Model
Luan Tran, Xiaoming Liu
In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, Jun. 2018
(Spotlight)
Bibtex
| PDF
| arXiv
| Poster
| Project Webpage
@inproceedings{ nonlinear-3d-face-morphable-model,
author = { Luan Tran and Xiaoming Liu },
title = { Nonlinear 3D Face Morphable Model },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { Salt Lake City, UT },
month = { June },
year = { 2018 },
}
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
@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 },
}
2015
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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 },
}
2014
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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 },
journal = { Pattern Recognition Letters },
volume = { 37 },
month = { February },
year = { 2014 },
pages = { 32--49 },
}
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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 },
}
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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
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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 },
journal = { Pattern Recognition Letters },
volume = { 34 },
number = { 15 },
month = { November },
year = { 2013 },
pages = { 1964--1970 },
}
2012
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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 },
}
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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 },
}
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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 },
}
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
@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
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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
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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 },
}
2003
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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 },
journal = { Pattern Recognition },
volume = { 36 },
number = { 9 },
month = { September },
year = { 2003 },
pages = { 1945--1959 },
}
2002
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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 },
}
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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 },
}