教授課程

人工智慧
影像分析與辨識
視頻監控與機器視覺
自動控制
C程式語言 
電腦視覺於家庭保全之應用

目前研究計畫

． 頻率域中的臉部辨識
． 人臉偵測標準化製定
． 監控影像中的人車偵測
． 自動瑕疵檢測
． 開放式骰點辨識系統

著作

． G.S. Hsu, T.H. Tran, and S.L. Chung, “Benchmark Face Detection using a Face Recognition Database,” Proc. IEEE Conf. on Image Processing (ICIP), Hong Kong, Sep. 2010.
． P.H. Lee, G.S. Hsu, and Y.P. Hung, “Probabilistic Facial Trait Code for Face Recognition,” Proc. IEEE Conf. on Image Processing (ICIP), Hong Kong, Sep. 2010.
． P.H. Lee, G.S. Hsu, and Y.P. Hung, “Robust Face Recognition using Probabilistic Facial Trait Code,” Proc. European Conf. on Computer Vision (ECCV), Crete, Greece, Sep. 2010.
． G.S. Hsu, T.H. Tran, and S.L. Chung, “On Benchmarking Face Detection,” Proc. of Computer Vision, Graphics, and Image Processing Conf. (CVGIP), Kaoshiung, Aug. 2010.
． H. Oktavianto, S.L. Chung, and G.S. Hsu, “Image?based Intelligent Attendance Logging System,” Proc. of Computer Vision, Graphics, and Image Processing Conf. (CVGIP), Taiwan, Aug. 2010.
． G.S. Hsu, “Fusion Classifier for Open?Set Face Recognition with Pose Variations,” Proc. World Academy of Science Engineering and Technology (WASET), Singapore, pp. 563?569 Aug. 2009.
． P.H. Lee, G.S. Hsu, and Y.P. Hung, “Face Verification and Identification using Facial Trait Code,” Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Miami Beach, pp. 1613~1620, Jun. 2009.
． G.S. Hsu, C.Y. Lin and J.S. Wu, “Real?time 3?D Object Recognition Using Scale Invariant Feature Transform and Stereo Vision,” Proc. of the 4th IEEE Int’l Conf. on Autonomous Robots and Agents (ICARA), Wellington, New Zealand, pp. 239~244, Feb. 2009.
． G.S. Hsu, H.C. Peng, “Face Recognition by a Fusion Classifier,” Proc. Int’l Conf. on Service and Interactive Robotics (SIR), Taipei, Taiwan. Paper ID:050, Aug. 2009.
． P.H. Lee, G.S. Hsu, T.Chen and Y.P. Hung, “Facial Trait Code and its Applications to Face Recognition,” Proc. of 4th Int’l Symposium on Visual Computing (ISVC), Las Vegas, pp. 317~328, Dec. 2008.
． P.H. Lee, Y.W. Wang, J. Hsu and Y.P. Hung, “Facial Features Extracted by 2?D HMM for Face Recognition with Pose Variations,” Proc. of IAPR Conference on Machine Vision Applications (MVA ), Tokyo, Japan, pp. 392~395, May 2007.
． 徐繼聖, ”新世代錄影監視系統之技術剖析,” invited paper, 2006風險社會與安全管理學術研討會論文集, Taipei, pp. 109~112, Dec. 2006.
． P.H. Lee, Y.W. Wang, M.H. Yang, J. Hsu and Y.P. Hung, “Distinctive Personal Traits for Face Recognition Under Occlusion,” Proc. IEEE Int’l Conf. on Systems, Man and Cybernetics (SMC), Vol. 5, pp. 4202~4207, Oct. 2006.
． J. Hsu, N. Huang and F. Ye, “Moving Average Background Modeling and Contour?based Foreground Object Detection,” Proc. of Computer Vision, Graphics, and Image Processing Conf. (CVGIP), Taipei, Aug. 2006.
． 徐繼聖, “從Face Recognition Vendor Test (FRVT) 2006看臉部辨識科技近期的考驗,” invited paper, 電腦視覺監控產學聯盟月刊, Vol.7, Jan 2006.
． G.S. Hsu, A.E. Yagle, K.C. Ludema, and J.A. Levitt, “ Modeling and Identification of Lubricated Friction Dynamics,” J. Dyn. Sys. Meas. and Ctrl, Trans. ASME, Vol. 122, Mar 2000, pp. 78~88