Liu Xiaobai

Math Sciences Building
University of California, Los Angeles
Los Angeles, CA 90095

EMAIL:lxb AT ucla DOT edu

Currently I am a Research Scholar working in University of California, Los Angeles, under the supervison of Professor Alan L. Yuille. Before that, I finished my post-graduate study in Huazhong University of Science and Technology (HUST) (with Professor Hai Jin from 2006-2008), and National University of Singapore (NUS), Singapore ( with Professor Shuicheng Yan from 2008-2011).

Research Interests

My interests fall in the areas of Computer Vision and Machine learning, includinig the topics of data factorization, linear optimization, visual tracking, object recognition, image retrieval, image annotation and segmentation.

Publications

Journal

  • X. Liu, S. Yan, B. Cheng, J. Tang, T. Chua and H. Jin. Label-to-Region with Continuity biased Bi-Layer sparsity Priors. In Press, ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), In Press, 2011 [new]
  • X. Liu, S. Yan, Dat-Seng Chua and H. Jin. Image Label Completion by Contextual Decomposibion . ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP) , In Press, 2011
  • X. Liu, L. Lin, S. Yan and H. Jin. Adaptive Tracking by Learning Hybrid Template On-Line. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), In Press, 2011
  • X. Liu, L. Lin, H. Jin, S. Yan and W. Tao. Integrating Spatio-temporal Contextual Information for Target Recognition and Localization in Visual Surveillance. In Press, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2010
  • X. Liu, S. Yan and H. Jin. Projective Nonnegative Graph Embedding. IEEE Transaction on Image Processing (TIP), vol. 19, no. 5, pp. 1126-1137, 2009
  • L. Lin, X. Liu and S. Zhu. Layered Graph Matching with Composite Cluster Sampling. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 31 Jul. 2009

Conference

  • X. Liu, X. Yuan, S. Yan and H. Jin. Multiclass Semi-supervised SVMs with Positiveness Exclusive Regularization. IEEE Conference on Computer Vision (ICCV'11), Accepted, 2011[new]
  • X. Liu, J. Feng, S. Yan, L. Lin and H. Jin. Segment an Image by Looking into an Image Corpus. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Spring, June, 2011
  • X. Liu, J. Feng, S. Yan and H. Jin. Image Segmentation with Patch-pair Density Prior. Accepted, Proc. ACM Multimedia (Full Paper), 2010
  • X. Liu, S. Yan, J. Luo and H. Jin. Nonparametric Label-to-Region by Search. Accepted. Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010
  • X. Liu, H. Gong, S. Yan and H. Jin. Multi-View Object Detection by Classifier Interpolation. Proc. The 35th International Conference on Acoustics, Speech, and Signal Processing (ICASSP, Oral Paper), 2010
  • X. Liu, B. Cheng, S. Yan, J. Tang, T. Chua and H. Jin. Label to Region by Bi-Layer Sparsity Priors. Proc. ACM Multimedia (Full Paper), 2009
  • X. Liu, S. Yan, J. Yan and H. Jin. Unified Solution to Nonnegative Data Factorization Problems. Proc. IEEE International Conference on Data Mining (Regular Paper), 2009
  • X. Liu, L.Lin. S. Zhu and H. Jin. Trajectory Parsing by Cluster Sampling in Spatio-temporal Graph. Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009
  • L. Lin, X. Liu and S. Zhu. Layered Graph Matching by Composite Cluster Sampling with Collaborative and Competitive Interactions. Proc. IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2009
  • X. Liu, L. Lin, H. Li, H. Jin and W. Tao. Layered shape matching and registration: Stochastic sampling with hierarchical graph representation. Proc. International Conf. Pattern Recognition. (ICPR, Oral Paper), 2008
Professional Experiences
  • Invited talk in ACM Conference on Multimedia'2010
  • Reviewer for Neurocomputing from 2010
  • Reviewer for CVIU from 2010
  • Reviewer for ACM Multimedia from 2010
  • Invited talk in ICASSP'2010, Dallas, Texas, USA
  • Invited talk in CVPR'2010, San Francisco, CA, USA
  • Invited talk in NLPR, Beijing, China
  • Reviewer for WWW from 2009
  • Invited Talk on ICDM 2009, Miami, FL, USA
  • Reviewer for ICASSP from 2009
  • Reviewer for MIR from 2009
  • Intited talk on ACM Conference on Multimedia 2009
  • Reviewer for IEEE Transaction on SMC PART-B from 2009
  • Reviewer for IEEE Transaction on CSVT from 2009
  • Intited talk on IEEE ICPR'08
Collaborators and Friends
Useful Links

Vision People | Machine Learning People | Multimedia People | Resources


Last Updated : July 20, 2011

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