Projects per year
Personal profile
Research Interests
VLSI Design, Digital Signal Processing, Digital IP Design, SoC design, Intelligent vision processing, Deep learning, ADAS/Self-driving, Sensor fusion
Experience
Distinguished Professor Dept. EE, NCTU (2017/6~Now)
Associate Dean ECE College, NCTU (2017/2-Now)
Jointly Appointed Chair Professor, Dept. EE, National United University (2015/8-2016/7)
Director SoC research Center, NCTU (2016/5-2019/02)
Director Institute of Electronics, National Chiao Tung University (2012/8-2015/7)
Professor Dept. of CSIE, National Chung-Cheng University (2003/8~2011/7)
Chair Dept. of CSIE, National Chung-Cheng University (2009/8~2011/7)
Director SOC Research Center, National Chung-Cheng University (2005/8~2008/7)
Associate Professor Dept. of CSIE, National Chung-Cheng University (2001/8~2003/7)
Associate Professor Dept. of EE, National United University (1994/8~2001/7)
Awards
- Winning the 2018 MOST Future Technology Show, Highlight Technology Award (Topic: ezLabel, embedded AI technology, self-driving wheelchair), Oct. 2018;
- Winning the 2018 MOST AISlander Show Award (From data to edge AI), August 2018;
- Winning the 2018 MXIC Design Contest Adviser Award and Bronze Award (Topic: Intelligent Self-driving Wheelchair), July 2018;
- Winning the 2018 MOE IC Design Contest, Standard Cell Category Good Design Award, June 2018;
- · Winning the Audi Innovation Award Taiwan WeMo Scooter Prize and Audi HQ prize (Topic: ezLabel), June 2018;
- Winning the 2018 MOST Technology Licensing Contribution Award (Topic: ADAS), March 2018;
- Winning the 2018 MOST Best Industrial-Academia Consortium Award, March 2018;
- Winning the 2017 ARM Design Contest award, July 2017;
- Winning the 2017 Adviser Award and Bronze Award of 2017 MXIC Design Contest (Stand By You-Deep Learning based ADAS System), July 2017;
- Winning the MOST Outstanding Research Award, June 2017;
- Winning the 2016 Adviser Award and Bronze Award of 2016 MXIC Design Contest (A performance scalable low-power video stitching endoscope system for MIS surgery), July 2016;
- Winning the Good Design Award of the MOE 2015 Intelligent System Design Contest, July 2015;
- Winning the Top 10 Projects Award of MOST Industrial-Academic Consortium Projects (Intelligent vision processing design consulting and service project), 2013 and 2014;
- Winning the Best Adviser Award and Silver Award of 2014 MXIC Design Contest (Low-Power System Validation Using Manageable Variable Supply Voltages Technique), July 2014;
- Winning three 2014 MOE Intelligent System Design Contest Awards, July 2014;
- Winning the Outstanding Professor Award of the Chinese Institute of Engineers, April 2014;
- Winning the 2013 National Invention Silver Award, Sept. 2013;
- Winning the 2013 Best Adviser Award, Gold Award, and Best Innovation Award of 2013 MXIC Design Contest(A 0.57nJ/Pixel Video-Recording SoC), July 2013;
- Winning the two MOE Intelligent System Design Contest Awards, July 2013;
- Winning the 2012 National Invention Silver Award, Sept. 2012;
- Winning the Adviser Award and Bronze Award of 2012 MXIC Design Contest (Scalable multiple decoding core architecture for flexible viewing angles), July 2012;
- Winning the three MOE Intelligent System Design Contest Awards, July 2012;
- Winning the Best Design Award of 2011 ASPDAC University LSI Design Contest (A H.264/MPEG-2 Dual Mode Video Decoder Chip Supporting Temporal/Spatial Scalable Video), Jan. 2011;
- Winning the Best Adviser Award and Gold Award of 2011 MXIC Design Contest(A Panoramic Video Stitching processing Technology for Automotive), July 2011;
- Winning the Outstanding Engineering Professor Award of the 2008 Chinese Institute of Electrical Engineering (CIEE), Oct. 2010;
- Winning the Best Feature Award of 2010 Embedded System Design Contest, Innovative design category (A 3-D Interactive Remote Multimedia System), June 2010;
- Winning the Best Adviser Award of 2009 MXIC Design Contest (A ultra low voltage high definition dual mode video decoder for portable multimedia applications), July 2009;
- Winning the Award of 2009 MXIC Design Contest (A ultra low voltage high definition dual mode video decoder for portable multimedia applications), July 2009;
- Winning the Best Feature Award of 2009 Embedded System Design Contest, HW/SW Co-design category (A 3-D Stereo Video Player), June 2009;
- Winning the University Industrial Contribution Award of Minister of Economic Affairs, Oct. 2008;
- Winning the Bronze Award of TSMC Outstanding Student Research Award (A 252K Gates/71mW Multi-Standard Multi-Channel Video Decoder for High Definition Video), Aug. 2008;
- Winning the Best Adviser Award of 2008 MXIC Design Contest (A H.264/MPEG-2 dual-mode video decoder for HDTV applications), July 2008;
- Winning the Bronze Award of 2008 MXIC Design Contest (A H.264/MPEG-2 dual-mode video decoder for HDTV applications), July 2008;
- Winning the Outstanding Engineering Professor Award of the 2008 Chinese Institute of Electrical Engineering (CIEE) Tai-Chung Section, July 2008;
- Winning the Third place of 2008 Phoenix-Cup IC Design Contest (Low Voltage H.264 High Profile/MPEG2 Main Profile Dual-Mode Video Decoder Chip), July 2008;
- Winning the Annual Paper Award of Prof. Wen-Zen Shen Memorial Award (A 160K gates/4.5KB SRAM H.264 Video Decoder for HDTV Applications), Aug. 2007.
- Winning the Outstanding Research Award of National Chung-Cheng University, Dec. 2006;
- Winning the Award of 44th DAC/ISSCC Student Design Contest, Operational Chip Design Category (252Kgates/4.9Kbytes SRAM/71mW Multi-Standard Video Decoder for High Definition Video Applications), July 2007;
- Winning the Annual Paper Award of 2006 Prof. Wen-Zen Shen Memorial Award (An Energy-Aware IP Core Design for the Variable-Length DCT/IDCT Targeting at MPEG4 Shape-Adaptive Transforms), Aug. 2006.
- Winning the First Prize Award of 2006 Phoenix-Cup IC Design Contest (A Multi-mode Multi-Channel Video Decoder (MMVD)), July 2006;
- Winning the Third Prize Award of 2006 Phoenix-Cup IC Design Contest (A Quality-Scalable H.264 Video Encoder), July 2006;
- Winning the Best Adviser Award of 2006 Phoenix-Cup IC Design Contest (A Multi-mode Multi-Channel Video Decoder (MMVD)), July 2006;
- Winning the Best Adviser Award of 2006 MXIC Design Contest (Low-cost high performance H.264 video decoder IP for HDTV Applications), June 2006;
- Winning the Bronze Award of 2006 MXIC Design Contest (Low-cost high performance H.264 video decoder IP for HDTV Applications), June 2006;
- Winning the First Prize Award of 2006 SIP Design Contest, Soft IP category (A Low-power Multi-mode Video Decoder IP), June 2006;
- Winning the Third Prize Award of 43rd DAC/ISSCC Student Design Contest, Operational Chip Design Category (A 160K gates/4.5KB SRAM H.264 Video Decoder for HDTV Applications), July 2006;
- Winning the Second Prize Award of 2005 SIP Design Contest, Soft IP category (A Reconfigurable IP Core Design for Power-Aware Multi-Transform in H.264─MTSPS IP core), June 2005;
- Winning the Good Design Award of 2005 IC Design Contest, Xilinx FPGA category, June 2005;
- Winning the Best Originality Award of 2005 AT-CHIP Design Contest (Intelligent Voice-Controlled Digital Framework), March 2005;
- Winning the First Prize Award of 2004 National SOC Design Contest, SIP category (A Platform-based High Performance MPEG-4 Video Decoder SIP), Oct. 2004;
- Winning the Second Prize Award of 2004 National SOC Design Contest, SIP category (Multi-MPEG Playing System), Oct. 2004;
- Winning the 2004 Distinguished Engineer Award of Chinese Electrical Engineering Association, Dec. 2004;
- Winning the Third Prize Award of 2004 SIP Design Contest, Soft IP category (An energy-aware transform coding IP for JPEG/MPEG-1/2/4/H.264 video coding applications), June 2004;
- Winning the Good Design Award of 2004 IC Design Contest, Xilinx FPGA category, June 2004;
- Winning the Second Prize Award of 2004 Embedded Software Design Contest, SOC platform category (JPEG CODEC on NIOS), May 2004;
- Winning the 2003 MXIC Young Professor Award, Dec. 2003;
- Winning the Good Design Award of 2003 SIP Design Contest, Soft IP category (A parameterized 1-D DFT/IDFT IP design), June 2003;
- Winning the Good Design Award of 2003 IC Design Contest, Xilinx FPGA category, June 2003;
Teaching
Logic Design
Embedded System Design Lab
Introduction to Machine Learning
Intelligent System Design
FPGA System
URL
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Electronics Engineering, National Yang Ming Chiao Tung University
External positions
Fingerprint
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Collaborations and top research areas from the last five years
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邁向無動件之智慧車用光達-子計畫三:支援 TOF感測訊號 AI物件偵測之深度學習加速器系統設計
Guo, J.-I. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
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邁向無動件之智慧車用光達-子計畫三:支援 TOF感測訊號 AI物件偵測之深度學習加速器系統設計
Guo, J.-I. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Continual Deep Learning System For Edge Devices
Guo, J.-I. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Continual Deep Learning System For Edge Devices
Guo, J.-I. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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邁向無動件之智慧車用光達-子計畫三:支援 TOF感測訊號 AI物件偵測之深度學習加速器系統設計
Guo, J.-I. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
-
Object Detection, Recognition, and Tracking Algorithms for ADASs—A Study on Recent Trends
Malligere Shivanna, V. & Guo, J. I., Jan 2024, In: Sensors. 24, 1, 249.Research output: Contribution to journal › Review article › peer-review
Open Access6 Scopus citations -
360° Map Establishment and Real-Time Simultaneous Localization and Mapping Based on Equirectangular Projection for Autonomous Driving Vehicles
Lin, B. H., Shivanna, V. M., Chen, J. S. & Guo, J. I., Jun 2023, In: Sensors. 23, 12, 5560.Research output: Contribution to journal › Article › peer-review
Open Access -
Asynchronous Multi-Task Learning Based on One Stage YOLOR Algorithm
Liou, C. F., Lee, T. H. & Guo, J. I., 2023, 2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Symposium on Industrial Electronics; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Deep Learning Derived Object Detection and Tracking Technology Based on Sensor Fusion of Millimeter-Wave Radar/Video and Its Application on Embedded Systems
Lin, J. J., Guo, J. I., Shivanna, V. M. & Chang, S. Y., Mar 2023, In: Sensors. 23, 5, 2746.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Multi-Scale Dynamic Fixed-Point Quantization and Training for Deep Neural Networks
Chen, P. Y., Lin, H. C. & Guo, J. I., 2023, ISCAS 2023 - 56th IEEE International Symposium on Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
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Award for Excellent Contributions in Technology Transfer, Ministry of Science and Technology
Guo, J.-I. (Recipient), 2017
Prize: Honorary award
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National Innovationand Creation Award, Ministry of Economic Affair
Guo, J.-I. (Recipient), 2012
Prize: Honorary award
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Outstanding Research Award, Ministry of Science and Technology
Guo, J.-I. (Recipient), 2016
Prize: Honorary award