Xuejun Liao

Image of Xuejun Liao

Assistant Research Professor in the Department of Electrical and Computer Engineering

Appointments and Affiliations
  • Assistant Research Professor in the Department of Electrical and Computer Engineering
Contact Information:
Education:

  • Ph.D. Xidian University (China), 1999
  • M.S.E.E. Hunan University (China), 1993
  • B.S. Hunan University (China), 1990

Specialties:

Signal Processing

Awards, Honors, and Distinctions:

    Courses Taught:

      Representative Publications: (More Publications)
        • Yang, J; Liao, X; Yuan, X; Llull, P; Brady, DJ; Sapiro, G; Carin, L, Compressive sensing by learning a Gaussian mixture model from measurements., IEEE Transactions on Image Processing, vol 24 no. 1 (2015), pp. 106-119 [10.1109/tip.2014.2365720] [abs].
        • Yang, J; Yuan, X; Liao, X; Llull, P; Brady, DJ; Sapiro, G; Carin, L, Video compressive sensing using Gaussian mixture models., IEEE Transactions on Image Processing, vol 23 no. 11 (2014), pp. 4863-4878 [10.1109/tip.2014.2344294] [abs].
        • Yang, J; Liao, X; Chen, M; Carin, L, Compressive sensing of signals from a GMM with sparse precision matrices, Advances in Neural Information Processing Systems, vol 4 no. January (2014), pp. 3194-3202 [abs].
        • Yuan, X; Llull, P; Liao, X; Yang, J; Brady, DJ; Sapiro, G; Carin, L, Low-cost compressive sensing for color video and depth, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2014), pp. 3318-3325 [10.1109/CVPR.2014.424] [abs].
        • Liao, X; Li, H; Carin, L, Generalized Alternating Projection for Weighted-$\ell_{2,1}$ Minimization with Applications to Model-Based Compressive Sensing, SIAM Journal on Imaging Sciences, vol 7 no. 2 (2014), pp. 797-823 [10.1137/130936658] [abs].