Wei Xu

Affiliations:
  • NEC Laboratories America, Inc., Cupertino, CA, USA
  • Carnegie Mellon University, Pittsburgh, CA, USA (until 2001)


According to our database1, Wei Xu authored at least 39 papers between 2002 and 2020.

Collaborative distances:

Timeline

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Bibliography

2020
Course video recommendation with multimodal information in online learning platforms: A deep learning framework.
Br. J. Educ. Technol., 2020

MABEL: An AI-Powered Mammographic Breast Lesion Diagnostic System.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

2013
3D Convolutional Neural Networks for Human Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

2010
Human tracking using convolutional neural networks.
IEEE Trans. Neural Networks, 2010

A General Framework to Detect Unsafe System States From Multisensor Data Stream.
IEEE Trans. Intell. Transp. Syst., 2010

Incremental spectral clustering by efficiently updating the eigen-system.
Pattern Recognit., 2010

Real-time driving danger-level prediction.
Eng. Appl. Artif. Intell., 2010

Predicting Facial Beauty without Landmarks.
Proceedings of the Computer Vision - ECCV 2010, 2010

2009
SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution.
IEEE Trans. Image Process., 2009

Detecting Human Actions in Surveillance Videos.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Human action detection by boosting efficient motion features.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Detection driven adaptive multi-cue integration for multiple human tracking.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Surveillance Event Detection.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Non-greedy active learning for text categorization using convex transductive experimental design.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Deep Learning with Kernel Regularization for Visual Recognition.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Temporal difference learning to detect unsafe system states.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Latent Pose Estimator for Continuous Action Recognition.
Proceedings of the Computer Vision, 2008

Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks.
Proceedings of the Computer Vision, 2008

Discriminative learning of visual words for 3D human pose estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Multi-object trajectory tracking.
Mach. Vis. Appl., 2007

Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Detecting Unsafe Driving Patterns using Discriminative Learning.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Efficient Video Object Segmentation by Graph-Cut.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Soft Edge Smoothness Prior for Alpha Channel Super Resolution.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Document clustering with prior knowledge.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Video object segmentation by motion-based sequential feature clustering.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

A Conditional Random Field Model for Video Super-resolution.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Video Foreground Segmentation Based on Sequential Feature Clustering.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Improving Speaker Diarization by Cross EM Refinement.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Super-resolution with Scene-specific Priors.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Background Segmentation Using Spatial-Temporal Multi-Resolution MRF.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Multi-labelled classification using maximum entropy method.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004
Maximum entropy model-based baseball highlight detection and classification.
Comput. Vis. Image Underst., 2004

Document clustering by concept factorization.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

An Algorithm for Multiple Object Trajectory Tracking.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Document clustering based on non-negative matrix factorization.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

2002
Document clustering with cluster refinement and model selection capabilities.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

An integrated baseball digest system using maximum entropy method.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002


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