Prof TAI, Xue-Cheng 台雪成教授 　
Chair Professor
Head of Department
Associate Director of Institute for Computational and Theoretical Studies
Director of the Centre for Mathematical Imaging and Vision
PhD, University of Jyvaskyla
BMSc, Zhengzhou University

xuechengtai [at] hkbu.edu.hk
FSC 1102
(852) 3411-7336
www.math.hkbu.edu.hk/~xuechengtai/HKBU.html
Scopus
ORCID



Current Research Interests Research interests include Numerical PDEs, optimization techniques, inverse problems, and image processing

Selected Publications Tai, X.-C., Deng, L.-J., Yin, K.
A Multigrid Algorithm for Maxflow and Min-Cut Problems with Applications to Multiphase Image Segmentation
(2021) Journal of Scientific Computing, 87 (3), art. no. 101.

Guo, L., Liu, Y., Wang, Y., Duan, Y., Tai, X.-C.
Learned snakes for 3D image segmentation
(2021) Signal Processing, 183, art. no. 108013, .
Chang, H., Glowinski, R., Marchesini, S., Tai, X.-C., Wang, Y., Zeng, T.
Overlapping domain decomposition methods for ptychographic imaging
(2021) SIAM Journal on Scientific Computing, 43 (3), pp. B570-B597.
SUN, H., TAI, X.-C., YUAN, J.
Efficient and convergent preconditioned admm for the potts models
(2021) SIAM Journal on Scientific Computing, 43 (2), pp. B455-B478.
Li, L., Luo, S., Tai, X.-C., Yang, J.
A new variational approach based on level-set function for convex hull problem with outliers
(2021) Inverse Problems and Imaging, 15 (2), pp. 315-338.
Jia, F., Liu, J., Tai, X.-C.
A regularized convolutional neural network for semantic image segmentation
(2021) Analysis and Applications, 19 (1), pp. 147-165.
Li, H., Liu, J., Cui, L., Huang, H., Tai, X.-C.
Volume preserving image segmentation with entropy regularized optimal transport and its applications in deep learning
(2020) Journal of Visual Communication and Image Representation, 71, art. no. 102845, .
Wang, W., Wu, C., Tai, X.-C.
A Globally Convergent Algorithm for a Constrained Non-Lipschitz Image Restoration Model
(2020) Journal of Scientific Computing, 83 (1), art. no. 14, .
Jia, F., Tai, X.-C., Liu, J.
Nonlocal regularized cnn for image segmentation
(2020) Inverse Problems and Imaging, 14 (5), pp. 891-911.
Yan, S., Tai, X.-C., Liu, J., Huang, H.-Y.
Convexity Shape Prior for Level Set-Based Image Segmentation Method
(2020) IEEE Transactions on Image Processing, 29, art. no. 9109685, pp. 7141-7152.
Deng, L.-J., Feng, M., Tai, X.-C.
The fusion of panchromatic and multispectral remote sensing images via tensor-based sparse modeling and hyper-Laplacian prior
(2019) Information Fusion, 52, pp. 76-89.
Luo, S., Tai, X.-C., Huo, L., Wang, Y., Glowinski, R.
Convex shape prior for multi-object segmentation using a single level set function
(2019) Proceedings of the IEEE International Conference on Computer Vision, 2019-October, art. no. 9008107, pp. 613-621.
Jia, F., Tai, X.-C.
Regularized UNet for automated pancreas segmentation
(2019) ACM International Conference Proceeding Series, pp. 113-117.
Luo, S., Kang, K., Wang, Y., Tai, X.-C.
Low-dose X-ray computed tomography image reconstruction using edge sparsity regularization
(2019) ACM International Conference Proceeding Series, pp. 303-307.
Luo, S., Meng, R., Wei, S., Cai, J.-F., Tai, X.-C., Wang, Y.
Data-driven method for 3D axis-symmetric object reconstruction from single cone-beam projection data
(2019) ACM International Conference Proceeding Series, pp. 288-292.