賴尚宏教授

賴尚宏       

AI研究方向及摘要:

研發深度學習方法應用至各種電腦視覺的問題，包括生物特徵辨識、物體偵測與追蹤、動作辨識、三維場景重建、瑕疵影像分類。

 

AI相關發表論文 (詳見 http://www.cs.nthu.edu.tw/~lai):

  • C.-W. Tseng, H. J. Lin, S.-H. Lai, “General Deep Image Completion with Lightweight Conditional Generative Adversarial Networks”, British Machine Vision Conference (BMVC), London, Sep. 2017.

  • T.-F. Su, C.-K. Chiang, and S.-H. Lai, “A multi-attribute sparse coding approach for action recognition from a single unknown viewpoint”, IEEE Transactions on Circuits and Systems for Video Technology, 26(8), 1476-1489, Aug. 2016.

  • H.-A. Hsu, C.-K. Chiang, and S.-H. Lai, “Spatio-temporally consistent view synthesis from video-plus-depth data with global optimization”, IEEE Trans. Circuit and System for Video Technology, Vol.24, No. 1, pp. 74-84, Jan. 2014.

  • C.-K. Chiang, C.-H. Liu, C.-H. Duan, and S.-H. Lai, “Learning component-level sparse representation for image and video categorization”, IEEE Trans. on Image Processing, Vol. 22, No. 12, pp. 4775-4787, Dec. 2013.