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台雪成教授

理学院数学系系主任/教授

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台雪成教授

联络

简历

台雪成教授研究主要集中在数值数学和计算数学。近年来,他主要从事图像处理、数据分析和机器学习问题。他使用偏微分方程的数值方法和技巧来解决图像处理和数据分类方面的问题,并推广这些技术到其他现代应用。稳健、准确的模型和快速、稳定的演算算法是他研究的一些主要问题。

 

成就

  • 第八届"冯康科学计算奖"2009年获奖
  • 新加坡南洋理工大学南洋研究卓越奖 (2001年)


     

 

出版

  • Deng, L. J., M. Feng & X. C. Tai. “The fusion of panchromatic and multispectral remote sensing images via tensor-based sparse modeling and hyper-Laplacian prior.” Information Fusion 52 (2019): 76-89. https://doi.org/10.1016/j.inffus.2018.11.014
  • Deng, L. J., R. Glowinski & X. C. Tai. “A New Operator Splitting Method for the Euler Elastica Model for Image Smoothing.” SIAM Journal on Imaging Sciences 12.2 (2019): 1190-1230. https://doi.org/10.1137/18M1226361
  • Yan, S., J. Liu, H. Huang & X. C. Tai. “A dual EM algorithm for TV regularized Gaussian mixture model in image segmentation.” Inverse Problems & Imaging 13.3 (2019): 653-677. http://dx.doi.org/10.3934/ipi.2019030
  • Shi, Y., K. Yin, X. C. Tai,  H. DeMirci, A. Hosseinizadeh, B. Hogue, H. Li, A. Ourmazd, P. Schwander, I. A. Vartanyants, C. H. Yoon, A. Aquila & H. Liu. “Evaluation of the performance of classification algorithms for XFEL single-particle imaging data.” IUCrJ 6 (2019): 331-340.https://doi.org/10.1107/S2052252519001854
  • He, X., W. Zhu & X. C. Tai. “Segmentation by Elastica Energy with L1 and L2 Curvatures: a Performance Comparison.” Numerical Mathematics-Theory Methods and Applications 12.1 (2019): 285-311. https://www.researchgate.net/deref/http%3A%2F%2Fdx.doi.org%2F10.4208%2Fnmtma.OA-2017-0051