Publications 1999 2018

  • 24 h-Index
  • 75 Conference contribution
  • 26 Article
2018

360° panoramic video from a 3-camera rig

Morteza Safdarnejad, S., Liu, X. & Liu, J. 2018 Frontier Computing - Theory, Technologies and Applications, FC 2016. Springer Verlag, Vol. 422, p. 491-497 7 p. (Lecture Notes in Electrical Engineering; vol. 422)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Lenses
Composite materials
Color
Costs
2 Citations

Dense Face Alignment

Liu, Y., Jourabloo, A., Ren, W. & Liu, X. Jan 19 2018 Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1619-1628 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer vision
Testing
1 Citations

Do Convolutional Neural Networks Learn Class Hierarchy?

Bilal, A., Jourabloo, A., Ye, M., Liu, X. & Ren, L. Jan 1 2018 In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 152-165 14 p., 8017618

Research output: Contribution to journalArticle

Neural networks
Detectors
Image classification
1 Citations

Face anti-spoofing using patch and depth-based CNNs

Atoum, Y., Liu, Y., Jourabloo, A. & Liu, X. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 319-328 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometrics
biometrics
Face recognition
attack
Experiments

Fusing Geometric Features for Skeleton-Based Action Recognition using Multilayer LSTM Networks

Zhang, S., Xiao, J., Liu, X., Yang, Y., Xie, D. & Zhuang, Y. Feb 5 2018 (Accepted/In press) In : IEEE Transactions on Multimedia.

Research output: Contribution to journalArticle

Multilayers
Fusion reactions
2017
1 Citations

Adaptive 3D Face Reconstruction from Unconstrained Photo Collections

Roth, J., Tong, Y. & Liu, X. Nov 1 2017 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 11, p. 2127-2141 15 p., 7776921

Research output: Contribution to journalArticle

Face
Image quality
Lighting
Internet
Photometric Stereo
2 Citations

Automated Online Exam Proctoring

Atoum, Y., Chen, L., Liu, A. X., Hsu, S. D. H. & Liu, X. Jul 1 2017 In : IEEE Transactions on Multimedia. 19, 7, p. 1609-1624 16 p., 7828141

Research output: Contribution to journalArticle

Education
Monitoring
Microphones
Scalability
Acoustics
9 Citations

Disentangled representation learning GAN for pose-invariant face recognition

Tran, L., Yin, X. & Liu, X. Nov 6 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January, p. 1283-1292 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Discriminators

Face Alignment In Full Pose Range: A 3D Total Solution

Zhu, X., Liu, X., Lei, Z. & Li, S. Z. Nov 27 2017 (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle

Three-dimensional Display
Solid Modeling
Convolution
3D Model
Data mining
1 Citations

Fast single image dehazing based on a regression model

Luan, Z., Shang, Y., Zhou, X., Shao, Z., Guo, G. & Liu, X. Jul 5 2017 In : Neurocomputing. 245, p. 10-22 13 p.

Research output: Contribution to journalArticle

Fog
Image quality
Computational complexity
Sampling
Image Enhancement
2 Citations

Illuminating Pedestrians via Simultaneous Detection and Segmentation

Brazil, G., Yin, X. & Liu, X. Dec 22 2017 Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October, p. 4960-4969 10 p. 8237792

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Computer vision
Detectors
13 Citations

Image super-resolution via deep recursive residual network

Tai, Y., Yang, J. & Liu, X. Nov 6 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January, p. 2790-2798 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
1 Citations

Intelligent and automatic in vivo detection and quantification of transplanted cells in MRI

Afridi, M. J., Ross, A., Liu, X., Bennewitz, M. F., Shuboni, D. D. & Shapiro, E. M. Nov 1 2017 In : Magnetic Resonance in Medicine. 78, 5, p. 1991-2002 12 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Cell Tracking
Mesenchymal Stromal Cells
Brain
Cell- and Tissue-Based Therapy

Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos

Yin, X., Liu, X., Chen, J. & M. Kramer, D. Jul 15 2017 (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle

Fluorescence
Leaves
Alignment
Segmentation
Video Processing

MemNet: A Persistent Memory Network for Image Restoration

Tai, Y., Yang, J., Liu, X. & Xu, C. Dec 22 2017 Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October, p. 4549-4557 9 p. 8237748

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image reconstruction
Data storage equipment
Neural networks
Experiments

Missing modalities imputation via cascaded residual autoencoder

Tran, L., Liu, X., Zhou, J. & Jin, R. Nov 6 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January, p. 4971-4980 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Learning algorithms
Data structures
Sensors
Experiments

Monocular Video-Based Trailer Coupler Detection Using Multiplexer Convolutional Neural Network

Atoum, Y., Roth, J., Bliss, M., Zhang, W. & Liu, X. Dec 22 2017 Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October, p. 5478-5486 9 p. 8237846

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Light trailers
Neural networks
Detectors
Target tracking
Error analysis
2 Citations

Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition

Yin, X. & Liu, X. Oct 21 2017 (Accepted/In press) In : IEEE Transactions on Image Processing.

Research output: Contribution to journalArticle

Face recognition
Lighting
Neural networks
Experiments
10 Citations

On geometric features for skeleton-based action recognition using multilayer LSTM networks

Zhang, S., Liu, X. & Xiao, J. May 11 2017 Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 148-157 10 p. 7926607

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multilayers
Experiments
7 Citations

Pose-Invariant Face Alignment via CNN-Based Dense 3D Model Fitting

Jourabloo, A. & Liu, X. Apr 19 2017 (Accepted/In press) In : International Journal of Computer Vision. p. 1-17 17 p.

Research output: Contribution to journalArticle

Face recognition
Computer vision
Cameras
Experiments
1 Citations

Pose-Invariant Face Alignment with a Single CNN

Jourabloo, A., Ye, M., Liu, X. & Ren, L. Dec 22 2017 Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October, p. 3219-3228 10 p. 8237609

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization

Spatio-temporal alignment of non-overlapping sequences from independently panning cameras

Morteza Safdarnejad, S. & Liu, X. Nov 6 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January, p. 6393-6401 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Railroad cars
Trajectories
Sensors
2 Citations

Towards Large-Pose Face Frontalization in the Wild

Yin, X., Yu, X., Sohn, K., Liu, X. & Chandraker, M. Dec 22 2017 Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October, p. 4010-4019 10 p. 8237692

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Discriminators
Learning algorithms
Experiments
Deep learning
2016
22 Citations

Adaptive 3D face reconstruction from unconstrained photo collections

Roth, J., Tong, Y. & Liu, X. 2016 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January, p. 4197-4206 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lighting

Energy-efficient aquatic environment monitoring using smartphone-based robots

Wang, Y., Tan, R., Xing, G., Wang, J., Tan, X. & Liu, X. Jul 1 2016 In : ACM Transactions on Sensor Networks. 12, 3, 25

Research output: Contribution to journalArticle

Smartphones
Robots
Image segmentation
Monitoring
Energy utilization
70 Citations

Face alignment across large poses: A 3D solution

Zhu, X., Lei, Z., Liu, X., Shi, H. & Li, S. Z. 2016 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January, p. 146-155 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Pixels
Semantics
Experiments
9 Citations

Joint face alignment and 3D face reconstruction

Liu, F., Zeng, D., Zhao, Q. & Liu, X. 2016 Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Springer Verlag, Vol. 9909 LNCS, p. 545-560 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9909 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alignment
Face
Landmarks
Face recognition
Experiments
60 Citations

Large-pose face alignment via CNN-based dense 3D model fitting

Jourabloo, A. & Liu, X. 2016 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January, p. 4188-4196 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Computer vision
Cameras
Experiments
3 Citations

Monitoring aquatic debris using smartphone-based robots

Wang, Y., Tan, R., Xing, G., Wang, J., Tan, X., Liu, X. & Chang, X. Jun 1 2016 In : IEEE Transactions on Mobile Computing. 15, 6, p. 1412-1426 15 p., 7165664

Research output: Contribution to journalArticle

Smartphones
Debris
Robots
Monitoring
Scheduling algorithms
6 Citations

On developing and enhancing plant-level disease rating systems in real fields

Atoum, Y., Afridi, M. J., Liu, X., McGrath, J. M. & Hanson, L. E. May 1 2016 In : Pattern Recognition. 53, p. 287-299 13 p.

Research output: Contribution to journalArticle

Sugar beets
Labels
Sugar industry
Computer vision
Lighting
35 Citations

Pose-invariant 3D face alignment

Jourabloo, A. & Liu, X. Feb 17 2016 Proceedings - 2015 IEEE International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 11-18-December-2015, p. 3694-3702 9 p. 7410778

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visibility
Cameras
Experiments
1 Citations

Temporally robust global motion compensation by keypoint-based congealing

Safdarnejad, S. M., Atoum, Y. & Liu, X. 2016 Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Springer Verlag, Vol. 9910 LNCS, p. 101-119 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9910 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motion Compensation
Motion compensation
Cameras
Motion
Camera
2015
12 Citations

Attribute preserved face de-identification

Jourabloo, A., Yin, X. & Liu, X. Jun 29 2015 Proceedings of 2015 International Conference on Biometrics, ICB 2015. Institute of Electrical and Electronics Engineers Inc., p. 278-285 8 p. 7139096

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Identification (control systems)
Weights and Measures
Facial Recognition
10 Citations

Automatic feeding control for dense aquaculture fish tanks

Atoum, Y., Srivastava, S. & Liu, X. Aug 1 2015 In : IEEE Signal Processing Letters. 22, 8, p. 1089-1093 5 p., 6997987

Research output: Contribution to journalArticle

Aquaculture
Automatic Control
Fish
Optimal Rates
Farms
4 Citations

Automatic in vivo cell detection in MRI

Afridi, M. J., Liu, X., Shapiro, E. & Ross, A. 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9351, p. 391-399 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance imaging
Cell
Monitoring
Classifier Ensemble
Bayesian Classifier
75 Citations

Demographic estimation from face images: Human vs. machine performance

Han, H., Otto, C., Liu, X. & Jain, A. K. Jun 1 2015 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 6, p. 1148-1161 14 p., 6920084

Research output: Contribution to journalArticle

Face
Person
Human
Group Classification
Human Perception
10 Citations

Investigating the discriminative power of keystroke sound

Roth, J., Liu, X., Ross, A. & Metaxas, D. Feb 1 2015 In : IEEE Transactions on Information Forensics and Security. 10, 2, p. 333-345 13 p., 6966780

Research output: Contribution to journalArticle

Acoustic waves
Authentication
Experiments
33 Citations

Leaf segmentation in plant phenotyping: a collation study

Scharr, H., Minervini, M., French, A. P., Klukas, C., Kramer, D. M., Liu, X., Luengo, I., Pape, J. M., Polder, G., Vukadinovic, D., Yin, X. & Tsaftaris, S. A. Dec 12 2015 (Accepted/In press) In : Machine Vision and Applications. p. 1-22 22 p.

Research output: Contribution to journalArticle

Computer vision
Tobacco
Agriculture
Imaging techniques
Processing
3 Citations

Learning-based ballistic breech face impression image matching

Roth, J., Carriveau, A., Liu, X. & Jain, A. K. Dec 16 2015 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems, BTAS 2015. Institute of Electrical and Electronics Engineers Inc., 7358774

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image matching
Image Matching
Ballistics
Face
Cross-correlation Function
10 Citations

Multi-modality imagery database for plant phenotyping

Cruz, J. A., Yin, X., Liu, X., Imran, S. M., Morris, D. D., Kramer, D. M. & Chen, J. Nov 28 2015 (Accepted/In press) In : Machine Vision and Applications. p. 1-15 15 p.

Research output: Contribution to journalArticle

Image analysis
Imaging techniques
Crops
Sensors
Labeling
2 Citations

On the exploration of joint attribute learning for person re-identification

Roth, J. & Liu, X. 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9003, p. 673-688 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9003)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Person
Attribute
Classifiers
Learning algorithms
Classifier
3 Citations

Samba: A smartphone-based robot system for energy-efficient aquatic environment monitoring

Wang, Y., Tan, R., Xing, G., Wang, J., Tan, X. & Liu, X. Apr 13 2015 IPSN 2015 - Proceedings of the 14th International Symposium on Information Processing in Sensor Networks (Part of CPS Week). Association for Computing Machinery, Inc, p. 262-273 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smartphones
Robots
Image segmentation
Monitoring
Energy utilization
5 Citations

Sports Videos in the Wild (SVW): A video dataset for sports analysis

Safdarnejad, S. M., Liu, X., Udpa, L., Andrus, B., Wood, J. & Craven, D. Jul 17 2015 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015. Institute of Electrical and Electronics Engineers Inc., 7163105

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sports
Smartphones
Broadcasting
Application programs
Computer vision
26 Citations

Unconstrained 3D face reconstruction

Roth, J., Tong, Y. & Liu, X. Oct 14 2015 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, Vol. 07-12-June-2015, p. 2606-2615 10 p. 7298876

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Surface reconstruction
Metadata
Computer vision
Textures
Lighting
2014
6 Citations

An automated system for plant-level disease rating in real fields

Afridi, M. J., Liu, X. & McGrath, J. M. Dec 4 2014 Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 148-153 6 p. 6976746

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sugar beets
Pixels
Sugar (sucrose)
Computer vision
Lighting
5 Citations

Aquatic debris monitoring using smartphone-based robotic sensors

Wang, Y., Tan, R., Xing, G., Wang, J., Tan, X., Liu, X. & Chang, X. 2014 IPSN 2014 - Proceedings of the 13th International Symposium on Information Processing in Sensor Networks (Part of CPS Week). IEEE Computer Society, p. 13-24 12 p. 6835794

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smartphones
Debris
Robotics
Monitoring
Sensors
2 Citations

Genre categorization of amateur sports videos in the wild

Safdarnejad, S. M., Liu, X. & Udpa, L. Jan 28 2014 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1001-1005 5 p. 7025201

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sports
Trajectories
Broadcasting
Mobile phones
Linings
3 Citations

Image segmentation of mesenchymal stem cells in diverse culturing conditions

Afridi, M. J., Liu, C., Chan, C., Baek, S. & Liu, X. 2014 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. IEEE Computer Society, p. 516-523 8 p. 6836058

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stem cells
Image segmentation
Tissue engineering
Image analysis
10 Citations

Multi-leaf alignment from fluorescence plant images

Yin, X., Liu, X., Chen, J. & Kramer, D. M. 2014 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. IEEE Computer Society, p. 437-444 8 p. 6836067

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fluorescence
Masks
11 Citations

Multi-leaf tracking from fluorescence plant videos

Yin, X., Liu, X., Chen, J. & Kramer, D. M. Jan 28 2014 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 408-412 5 p. 7025081

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fluorescence