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

 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, “Single-Chip Design for Intelligent Surveillance System,” 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, “A Novel Method for 2D-to-3D Video Conversion Based on Boundary Information,” 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, “Design of Vision-based Indoor Positioning Based on Embedded System,” IET Image Processing, DOI: 10.1049/iet-ipr.2018.6285, Aug. 2019. (SCI & EI)
• T.-H. Tsai and Y.-C. Lee, “A Light-Weight Neural Network for Wafer Map Classification Based on Data Augmentation,” 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, “Design and Implementation on Intelligent Homecare Appliance System,” 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, “Design of Wireless Vision Sensor Network for Smart Home,” IEEE Access, DOI: 10.1109/ACCESS.2020.2982438, vol. 8, pp. 60455-60467, Mar. 2020. (SCI & EI)
• M. A. Hussain and T.-H. Tsai, “Memory Access Optimization for On-Chip Transfer Learning,” 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, “A Robust Tracking Algorithm for a Human-Following Mobile Robot,” 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, “Architecture Design and VLSI Implementation of 3D Hand Gesture Recognition System,” 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, “Self-Defined Text-Dependent Wake-Up Words Speaker Recognition System,” IEEE Access, DOI: 10.1109/ACCESS.2021.3117602, vol. 9, pp. 138668-138676, Oct. 2021. (SCI & EI)
• T.-H. Tsai and P.-T. Chi, “A Single-Stage Face Detection and Face Recognition Deep Neural Network Based on Feature Pyramid and Triplet Loss,” IET Image Processing, DOI: 10.1049/ipr2.12479, 2022. (SCI & EI)
• T.-H. Tsai and S.-A. Huang, “Refined U-net: A New Semantic Technique on Hand Segmentation,” Neurocomputing, vol. 495, pp. 1-10, 2022. DOI: 10.1016/j.neucom.2022.04.079. (SCI & EI)
• T.-H. Tsai and C.-S. Cheng, “Automatic Optical Inspection System for Wire Color Sequence Detection,” Sensors, 2022, 22, 5885. DOI: 10.3390/s22155885. (SCI & EI)
• M. A. Hussain, C.-L. Lee, and T.-H. Tsai, “An Efficient Incremental Learning Algorithm for Sound Classification,” IEEE MultiMedia, 2022, DOI: 10.1109/MMUL.2022.3208923. (SCI & EI)
• M. A. Hussain, S.-A. Huang, and T.-H. Tsai, “Learning with Sharing: An Edge-Optimized Incremental Learning Method for Deep Neural Networks,” 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, “Joint Masked Face Recognition and Temperature Measurement System Using Convolutional Neural Networks,” Sensors, 2023, 23, 2901. DOI: 10.3390/s23062901. (SCI & EI)
• T.-H. Tsai and Y.-W. Tseng, “BiSeNet V3: Bilateral Segmentation Network with Coordinate Attention for Real-Time Semantic Segmentation,” 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, “Speech Densely Connected Convolutional Networks for Small-Footprint Keyword Spotting,” Multimedia Tools and Applications, 2023. DOI: 10.1007/s11042-023-14617-5. (SCI & EI)
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