Wen-Jyi Hwang

Director

Wen-Jyi Hwang

Distinguished Professor,

Department of Computer Science and Information Engineering,

National Taiwan Normal University,

Taipei, Taiwan

Short Biography

        Wen-Jyi Hwang received his M.S.E.C.E. and Ph.D. degrees from the University of Massachusetts at Amherst, USA, in 1990 and 1993, respectively.

        From September 1993 until January 2003, he was with the Department of Electrical Engineering, Chung Yuan Christian University, Taiwan. Since February 2003, he has been with the Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan, where he is now a Distinguished Professor. From 2006 to 2010, he also served as the Chairman of the same department. His research interests include human machine interface, machine learning, reconfigurable computing, FPGA fast prototyping, and system on chip.

        Dr. Hwang was a recipient of the Academia-Industry Collaboration Award from National Taiwan Normal University in 2017 and 2020. His awards and honors also include the Outstanding Young Researcher Award from the Asia-Pacific Board of the IEEE Communication Society, the Outstanding Researcher Award from Chung Yuan Christian University, and the Outstanding Young Electrical Engineer Award from the Chinese Institute of the Electrical Engineering. He is currently an Editorial Member of the Journal of Low Power Electronics and Applications.

Publications

Journal Papers (2014-2019)

[1]    H. Y. Chen, W. J. Hwang, C. J. Cheng, X.-J. Lai, “An FPGA-Based Autofocusing Hardware Architecture for Digital Holography,” IEEE Trans. Computational Imaging, Vol. 5, pp. 287-300, 2019. (SCI, IF: 4.546, Ranking: 6/28, IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY, 通訊作者)

[2]   W. J. Hwang, T. M. Tai, B. T. Pan, T. Y. Lou, Y. J. Jhang, “An Intelligent QoS Algorithm for Home Networks,” IEEE Communications Letters, Vol. 23, pp. 588-591, 2019. (SCI, IF: 3.457, Ranking: 28/88, TELECOMMUNICATIONS, 通訊作者及第一作者)

[3]   W. C. Chuang, W. J. Hwang, T. M. Tai, D. R. Huang, Y. J. Jhang, “Continuous Finger Gesture Recognition Based on Flex Sensors,” Sensors, Vol. 19, doi:10.3390/s19183986, 2019. (SCI, IF: 3.031, Ranking: 15/61, INSTRUMENTS & INSTRUMENTATION, 通訊作者)

[4]   W. J. Hwang, Y. C. Tung, Y. L. Chen, P. Y. Lai, C. H. Ho, “A Novel User Oriented Quality of Service Algorithm for Home Networks,” IEEE Systems Journal, Vol. 12, pp. 548-559, 2018. (SCI, IF: 4.463; Ranking: 15/155, COMPUTER SCIENCE, INFORMATION SYSTEM, 第一作者及通訊作者)

[5]   T. M. Tai, Y. J. Jhang, Z. W. Liao, K. C. Teng, W. J. Hwang, “Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory,” IEEE Sensors Letters, Vol. 2, 6000704, 2018. (通訊作者)

[6]   W. J. Hwang, T. M. Tai, Y. J. Jhang, Y. C. Tung, C. H. Ho, and S. Y. Kuo, “Quality of Service Management for Home Networks Using Online Service Response Prediction,” IEEE Internet of Things Journal, Vol. 4, pp. 1773-1786, 2017. (SCI, IF: 5.863, Ranking: 5/148, COMPUTER SCIENCE: INFORMATION SYSTEMS, 通訊作者及第一作者)

[7]   H. Y. Chen, C. C. Chen, W. J. Hwang, “An Efficient Hardware Circuit for Spike Sorting Based on Competitive Learning Networks,” Sensors, Vol. 17, doi: 10.3390/s17102232, 2017. (SCI, IF: 2.475, Ranking: 16/61, INSTRUMENTS & INSTRUMENTATION, 通訊作者)

[8]   H. Y. Chen, S.-H. Hsu, W. J. Hwang, and C. J. Cheng, “An Efficient FPGA-Based Parallel Phase Unwrapping Hardware Architecture,” IEEE Trans. Computational Imaging, Vol. 3, pp. 996-1007, 2017. (通訊作者)

[9]   Y. J. Chang, W. J. Hwang, and C. C. Chen, “A Low Cost VLSI Architecture for Spike Sorting Based on Feature Extraction with Peak Search,” Sensors, Vol. 16, doi: 10.3390/s16122084, 2016. (SCI, IF: 2.677, Ranking: 10/58, INSTRUMENTS & INSTRUMENTATION, 通訊作者)

[10]   H. T. Chan, W. J. Hwang and C. J. Cheng, “Digital Hologram Authentication Using a Hadamard-Based Reversible Fragile Watermarking Algorithm,” IEEE Journal of Display Technology, Vol. 11, pp.193-203, 2015. (SCI, IF: 2.241; Ranking: 47/249, ENGINEERING, ELECTRICAL & ELECTRONIC, 通訊作者)

[11]   Y. L. Chen, W. J. Hwang and C. E. Ke, “An Efficient VLSI Architecture for Multi-Channel Spike Sorting Using a Generalized Hebbian Algorithm,” Sensors, Vol. 15, pp.19830-19851, 2015. (SCI, IF: 2.245; Ranking: 10/56, INSTRUMENTS & INSTRUMENTATION, 通訊作者)

[12]   C. F. Lin, C. S. Chen, W. J. Hwang, C. Y. Chen, C. H. Hwang, C. L. Chang, “Novel outline features for pedestrian detection system with thermal images,” Pattern Recognition, Vol. 48, pp. 3440-3550, 2015. (SCI, IF: 3.096; Ranking: 20/249, ENGINEERING, ELECTRICAL & ELECTRONIC)

[13]   W. J. Hwang, H. Y. Chen, C. J. Cheng, “Region Referenced Phase Unwrapping Architecture for Digital Holographic Microscopy,” Applied Optics, Vol. 54, pp. A67-A75, 2015. (SCI, IF: 1.784; Ranking: 35/86, OPTICS, 第一作者)

[14]   C. J. Cheng, W. J. Hwang, C. T. Chen, and X. J. Lai, “Efficient FPGA-Based Fresnel Transform Architecture for Digital Holography,” IEEE Journal of Display Technology, Vol. 10, pp. 272-281, 2014. (SCI, IF: 2.241; Ranking: 47/249, ENGINEERING, ELECTRICAL & ELECTRONIC, 通訊作者)

[15]   C. J. Cheng, W. J. Hwang, Y. Y. Zeng, and Y. C. Lin, “A Fragile Watermarking Algorithm for Hologram Authentication,” IEEE Journal of Display Technology, Vol. 10, pp. 263-271, 2014. (SCI, IF: 2.241; Ranking: 47/249, ENGINEERING, ELECTRICAL & ELECTRONIC, 通訊作者)

[16]   W. J. Hwang, S. H. Wang and Y. T. Hsu, “Spike Detection Based on Normalized Correlation with Automatic Template Generation, Sensors, Vo. 14, pp. 11049-11069, 2014. (SCI, IF: 2.245; Ranking: 10/56, INSTRUMENTS & INSTRUMENTATION, 第一作者及通訊作者)

[17]   W. J. Hwang, H. T. Chan, and C. J. Cheng, “Hologram Authentication Based on a Secure Watermarking Algorithm Using Cellular Automata,” Applied Optics, Vol. 53, pp. G64-G73, 2014. (SCI, IF: 1.784; Ranking: 35/86, OPTICS, 第一作者)

Conference Papers

Y. J. Jhang, Y. C. Chu, T. M. Tai, W. J. Hwang, P. W. Cheng, C. K. Lee, “Sensor Based Dynamic Hand Gesture Recognition by PairNet,” Proc. IEEE International Conference on Internet-of-Things, pp. 994-1001, 2019.

W. J. Hwang, Y. J. Jhang, T. M. Tai, “An Efficient FPGA-Based Architecture for Convolutional Neural Networks,” Proc. IEEE International Conference on Telecommunications and Signal Processing, pp. 582-588, 2017.

W. J. Hwang, C. F. Lin, S. H. Wang, “An Efficient Spike Detection VLSI Architecture Based on Normalized Correlator,” Proc. the 8-th International Conference on Advances in Circuits, Electronics, and Microelectronics, pp. 1-6, 2015.

C. F. Lin, S. F. Lin, W. J. Hwang, Y. H. Chen, C. H. Hwang, “Real-time Middle Wave Infrared Aerial Image Capturing and Stitching System for Vegetation,” IEEE International Instrumentation and Measurement Technology Conference, 2015.

Y. C. Tung, W. J. Hwang, C. H. Ho, “A Novel QoS Mapping Algorithm for Heterogeneous Home Networks Using General Regression Neural networks,” IEEE International Conference on Computational Science and Engineering, pp. 519-526, 2014.

Wen-Jyi Hwang Wen-Jyi Hwang Wen-Jyi Hwang

National Taiwan Normal University, Department of Computer Science and Information Engineering Faculty

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