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台雪成教授

理學院數學系系主任/教授

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台雪成教授

聯絡

簡歷

台雪成教授研究主要集中在數值數學和計算數學。近年來,他主要從事圖像處理、數據分析和機器學習問題。他使用偏微分方程的數值方法和技巧來解決圖像處理和數據分類方面的問題,並推廣這些技術到其他現代應用。穩健、準確的模型和快速、穩定的演算算法是他研究的一些主要問題。

 

成就

  • 第八屆"馮康科學計算獎"2009年獲獎
  • 新加坡南洋理工大學南洋研究卓越獎 (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