Prof. Tsung-Han Tsai | simulation| Best Researcher Award
Prof. Tsung-Han Tsai ,National Central University,Taiwan
Education :
Ph.D. in Electrical Engineering, National Taiwan University, 1998,M.S. in Electrical Engineering, National Taiwan University, 1994,B.S. in Electrical Engineering, National Taiwan University, 1990
Ā Experience:
Distinguished Professor, Department of Electrical Engineering, National Central University, since December 2023,Director, Intelligent Chip and System Center, National Central University, 2012-2021,Professor, Department of Electrical Engineering, National Central University, since July 2008
Research Interests:
- VLSI Circuit Design
- Digital Signal Processing
- Video/Audio Coding
- System-On-Chip
- Artificial Intelligence & Neural Network Design
Professional Activities:
- Director, Board of Governors, Taiwan Consumer Electronic Society
- Director, Board of Governors, Taiwan IC Design Society
- Principal Investigator, National Program for Intelligent Electronics (NPIE), Taiwan
- Principal Investigator, VLSI Educational Project, Ministry of Education, Taiwan
Awards and Honors:
- Taiwan NSC Research Award, 2001
- Award for Excellent Contributions in Technology Transfer, 2007
- Winner of 2011 ISSCC/DAC Student Design Contest
- Multiple Best Paper Awards from IEEE conferences
- National Central University Outstanding Research Award, 2009-present
Publications :
- T.-H. Tsai and S.-W. Chen, āSingle-Chip Design for Intelligent Surveillance System,ā IEEE Transactions on VLSI Systems, DOI: 10.1109/TVLSI.2018.2827385, Apr. 2018. (SCI & EI)
- T.-H. Tsai, T.-W. Huang, and R.-Z. Wang, āA Novel Method for 2D-to-3D Video Conversion Based on Boundary Information,ā EURASIP Journal on Image and Video Processing, DOI: 10.1186/s13640-017-0239-5, Feb. 2018. (SCI & EI)
- T.-H. Tsai, C.-H. Chang, S.-W. Chen, and C.-H. Yao, āDesign of Vision-based Indoor Positioning Based on Embedded System,ā IET Image Processing, DOI: 10.1049/iet-ipr.2018.6285, Aug. 2019. (SCI & EI)
- T.-H. Tsai and Y.-C. Lee, āA Light-Weight Neural Network for Wafer Map Classification Based on Data Augmentation,ā IEEE Transactions on Semiconductor Manufacturing, DOI: 10.1109/TSM.2020.3013004, vol. 33, issue 4, pp. 663-672, Nov. 2020. (SCI & EI)
- T.-H. Tsai, K.-L. Zhang, and Y.R. Tsai, āDesign and Implementation on Intelligent Homecare Appliance System,ā IEEE Consumer Electronics Magazine, vol. 9, no. 1, pp. 16-21, 1 Jan. 2020. (SCI & EI)
- T.-H. Tsai, C.-C. Huang, C.-H. Chang, and M. A. Hussain, āDesign of Wireless Vision Sensor Network for Smart Home,ā IEEE Access, DOI: 10.1109/ACCESS.2020.2982438, vol. 8, pp. 60455-60467, Mar. 2020. (SCI & EI)
- M. A. Hussain and T.-H. Tsai, āMemory Access Optimization for On-Chip Transfer Learning,ā IEEE Transactions on Circuits and Systems I: Regular Papers, DOI: 10.1109/TCSI.2021.3055281, vol. 68, issue 4, pp. 1507-1519, Apr. 2021. (SCI & EI)
- T.-H. Tsai and C.-H. Yao, āA Robust Tracking Algorithm for a Human-Following Mobile Robot,ā IET Image Processing, DOI: 10.1049/ipr2.12062, vol. 15, issue 3, pp. 786-796, Feb. 2021. (SCI & EI)
- T.-H. Tsai and Y.-R. Tsai, āArchitecture Design and VLSI Implementation of 3D Hand Gesture Recognition System,ā IEEE Sensors, DOI: 10.3390/s21206724, vol. 21, no. 21, pp. 6724, Oct. 2021. (SCI & EI)
- T.-H. Tsai, P.-C. Hao, and C.-L. Wang, āSelf-Defined Text-Dependent Wake-Up Words Speaker Recognition System,ā IEEE Access, DOI: 10.1109/ACCESS.2021.3117602, vol. 9, pp. 138668-138676, Oct. 2021. (SCI & EI)
- T.-H. Tsai and P.-T. Chi, āA Single-Stage Face Detection and Face Recognition Deep Neural Network Based on Feature Pyramid and Triplet Loss,ā IET Image Processing, DOI: 10.1049/ipr2.12479, 2022. (SCI & EI)
- T.-H. Tsai and S.-A. Huang, āRefined U-net: A New Semantic Technique on Hand Segmentation,ā Neurocomputing, vol. 495, pp. 1-10, 2022. DOI: 10.1016/j.neucom.2022.04.079. (SCI & EI)
- T.-H. Tsai and C.-S. Cheng, āAutomatic Optical Inspection System for Wire Color Sequence Detection,ā Sensors, 2022, 22, 5885. DOI: 10.3390/s22155885. (SCI & EI)
- M. A. Hussain, C.-L. Lee, and T.-H. Tsai, āAn Efficient Incremental Learning Algorithm for Sound Classification,ā IEEE MultiMedia, 2022, DOI: 10.1109/MMUL.2022.3208923. (SCI & EI)
- M. A. Hussain, S.-A. Huang, and T.-H. Tsai, āLearning with Sharing: An Edge-Optimized Incremental Learning Method for Deep Neural Networks,ā IEEE Transactions on Emerging Topics in Computing, 2022, DOI: 10.1109/TETC.2022.3210905. (SCI & EI)
- T.-H. Tsai, J.-X. Lu, X.-Y. Chou, and C.-Y. Wang, āJoint Masked Face Recognition and Temperature Measurement System Using Convolutional Neural Networks,ā Sensors, 2023, 23, 2901. DOI: 10.3390/s23062901. (SCI & EI)
- T.-H. Tsai and Y.-W. Tseng, āBiSeNet V3: Bilateral Segmentation Network with Coordinate Attention for Real-Time Semantic Segmentation,ā Neurocomputing, vol. 532, May 2023, pp. 33-42. DOI: 10.1016/j.neucom.2023.02.025. (SCI & EI)
- T.-H. Tsai and X.-H. Lin, āSpeech Densely Connected Convolutional Networks for Small-Footprint Keyword Spotting,ā Multimedia Tools and Applications, 2023. DOI: 10.1007/s11042-023-14617-5. (SCI & EI)