郭斯彥 Sy-Yen Kuo
主要研究領域:
電腦視覺與深度學習、高可信計算與資訊安全、積體電路設計驗證、量子計算Major Research Areas:
Computer Vision and Deep Learning, Dependable Computing and Security, SoC design verification, quantum computing研究領域摘要:
郭斯彥教授在台大電機系主持分散式系統與網路實驗室，其主要研究方向為下面三個主題: (1)電腦視覺與深度學習，(2)高可信計算與資訊安全，(3)積體電路設計驗證，及(4) 量子計算。
在參與的計畫方面，郭教授目前主持國科會二個計畫:(1)可適應於多種環境下的全視角強健車輛重識別系統，(2適用於異質平行運算系統與應用之高可靠度及高效能架構與機) ，資策會計畫: 晶片電路量化資料流弱點檢測研究，高教深耕計畫: 量子啟發式演算法與可逆電路合成，以及資安卓越中心計畫: 深度假造影音辨識平台。
Research Summary:
Professor Sy-Yen Kuo is heading the Dependable Distributed System and Networks Laboratory in the Department of Electrical Engineering at NTU, which focuses on the research of Computer Vision and Deep Learning, Dependable Computing and Security, SoC Design Verification, and Quantum Computing.
Especially in Computer Vision and Deep Learning, my recent research has involved low-level visions (e.g. Dehazing, Desnowing, Desmoking, Relighting), re-identification, and multi-task learning.
Prof. Kuo has been involved in many important research projects, such as A Viewpoint-Free Robust Vehicle Re-identification System under Various Environments sponsored and Dependable and High-Performance Architectures and Mechanisms for Heterogeneous Parallel-Computing Systems and Applications by NSTC, Security Research on Quantitative Data Flow Vulnerability Detection of Chip Circuits sponsored by Institute for Information Industry, Quantum-inspired Algorithms and Reversible Circuit Synthesis by NTU.
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B.S.
National Taiwan University, 1979 -
M.S.
University of California at Santa Barbara, 1982 -
Ph.D.
University of Illinois at Urbana-Champaign , 1987
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Address
BL-522,
Department of Electrical Engineering,
National Taiwan University,
Taipei 106, Taiwan -
Phone
+886-2-33663577 -
FAX
+886-2-33663511 -
Email:
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Office Hour
Tue 5-6, Fri. 4-5 -
Personal Homepage
http://homepage.ntu.edu.tw/~sykuo