Education:

§ PhD Degree-2014/09/15-2020/01/31 Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan.

§ Master Degree-2003/09-2005/06 Institute of Applied Mechanics, National Taiwan University, Taipei, Taiwan.

§ Bachelor Degree-1998/09-2003/06 Department of Mechanical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan.

Research Fields:

§  Vision-based ADAS:-Lane Detection, Vehicle Detection, Camera Calibration,  Around View Monitoring, Rear Obstacle Detection, Overtaking Vehicle Detection.

§  Deep Learning: Object Detection, Semantic Segmentation, Instance Segmentation, Generative Adversarial Network, Domain Adaptation.

§  Machine Learning.

§  Pattern Recognition.

§  Augmented Reality.

§  Embedded System Software Design.

§  iPhone Programming.

§  GPS Positioning Algorithm, heterogeneous sensors integration (gyro, accelerator, digital compass and GPS).

§  Vehicle Dynamics Simulation.

Awards:

§  European Satellite Navigation Competition in Taiwan region (Open to people from all countries, 2nd competitive region in the world): 3rd place, 2010.

§  European Satellite Navigation Competition: Special Topic Winner of GNSS Living Lab Prize, 2011.

§  European Satellite Navigation Competition in Switzerland Region: 1st Place, 2013.

§  工研講師最佳滿意度獎, 2014.

§  CVGIP Pedestrian Detection Competition: 2nd Place, 2017.

§  MOST GAN Project Competition: Honorable Mention, 2017.

§  AIGO Competition(Rear Object Detection): Honorable Mention, 2020.

§  CVGIP Excellent PhD Thesis Award, 2020.

§  ICM Ph.D. Dissertation Award, 2020.

Experience:

• Joint Translator(English->Chinese) “Exploring the Digital Domain” GrandTech Press, 2004/08-2004/12

• Visiting Researcher- Computer Science Department, University of California, Santa Barbara (UCSB), Santa Barbara, USA. 2013/4/1-2013/10/1

• NTHU representative in the English presentation competition held by Ritsumeikan University (Japan), 2016/10/07.

• NTHU representative in 第八屆兩岸清華研究生學術論壇 (Taiwan), 2018/05/24.

• IEEE ICIP Three Minute Thesis Competition (3MT®): Finalist, 2019.

Invited Lectures:

[1]“The Algorithm of Forward Collision Warning System” Workshop on Active Safety Vehicle, ITRI, Nov 2007.

[2] “Embedded Software Design in Forward Collision Warning System” Workshop on Image-based Assistance Drive System, ITRI, Nov 2008.

[3] “Image Processing & Machine Vision: Vision-Based Vehicle Safety Warning System,” ITRI MSL, Sep 2011.

[4] “Rear Collision Prevention System,” Workshop on Electric Vehicle Module and Advanced Safety technology, ITRI, Nov 2011.

[5] “Intelligent Vehicle: Vision-Based Safety Warning System,” ITRI College, June 2012.

[6] “Image Enhancement Technologies of Vision-Based Safety Warning System under Adverse Weather” Workshop on Electric Vehicle Module and Advanced Intelligent System Technology, ITRI, Nov 2012.

[7] “Intelligent Vehicle: Vision-Based Safety Warning System,” ITRI College, Jan 2013.

[8] “Image Processing & Machine Vision: Vision-Based Vehicle Safety Warning System,” ITRI MSL, Oct 2013.

[9] “Intelligent Vehicle: Vision-Based Safety Warning System,” ITRI College, Apr 2014.

[10] “Intelligent Vehicle: Vision-Based Safety Warning System,” ITRI College, Oct 2014.

[11] “Intelligent Vehicle: Vision-Based Safety Warning System,” ITRI College, May 2015.

[12] “Image Processing & Machine Vision: Vision-Based Vehicle Safety Warning System,” ITRI MSL, May 2015.

[13] “Intelligent Vehicle: Vision-Based Safety Warning System,” Panasonic, Dec 2015.

[14] “Vehicle Electronics: Vision-Based Vehicle Safety Warning System,” TCFST, March 2016.

[15] “Internet Of Vehicle: Advanced Driver Assistance System,” PIDA, March 2016.

[16] “Vehicle Electronics: Vision-Based Vehicle Safety Warning System,” TCFST, July 2016.

Invited Talks:

[1] “Developing Embedded FCW System with the Assistance of MatLab” Workshop on Vehicle control and vehicle electronics, Terasoft/Mathworks, May 2008.

 [2] “Vehicles: Days of Future Past,” Feng-Chia University, Dec 2014.

 [3] “Vision-based ADAS and Its Acceleration”, NVIDIA 2015 GTC, Taiwan, Sep 2015

 [4] “Paving The Way to Self-Driving Cars with Advanced Driver Assistance Systems”, TUST(大華科技大學), April 2016; NTUST(台科大), Oct 2017.

 [5]  “Deep Learning and Its Applications in Autonomous Vehicle"”, 創客Nights X Mobileheroes, Jan  2018.

 [6] "Deep Learning in Autonomous Driving in 自駕車ADAS關鍵 技術與設計趨勢" by Micro-Electronics Magazine(新電子科技雜誌),  Jan 2018.

 [7] "透過NVIDIA DRIVE PX 2 自駕車開發平台於實車整合應用(深度學習三網合一)之案例研究", ITRI College Mar 2018.

 [8] "深度學習及其於自駕車之應用", 智慧車輛關鍵技術研討會 by 思渤科技, May 16 2018.

 [9] "深度學習及其於自駕車之應用", 新竹高工, Nov 7 2018.

 [10] "深度學習及其於自駕車之應用", 2018數位轉型講座 by 資策會, Nov 29 2018.

 [11] "自駕車處理器與人工智慧平台", 自駕車與感測系統技術整合趨勢 by ITRI College, Jan 24 2019.

[12] "深度學習與電腦視覺在生活中的應用+深度學習與電腦視覺之最新進展", 明星科技大學, Nov 13, 2019

[13] "電腦視覺、深度學習於生活中的各種應用", 元智大學機械系, Mar 20, 2020.

[14] "電腦視覺、深度學習及其於自駕車之各種應用", 中正大學資工系, May 5, 2020.

[15] "深度學習與電腦視覺在生活中的應用", 亞洲大學資訊電機學院, May 14, 2020.

Professional Activities:

1. Reviewer for International Conference on Consumer Electronics, Communications and Networks (CECNet ):2013, 2017

2. Reviewer for IEEE Conference on Industrial Electronics and Applications (ICIEA): 2013, 2014

3. Reviewer for IEEE International Conference on Control & Automation (ICCA): 2014

4.  Reviewer for Asia-Pacific Signal and Information Processing Association Annual Summit and Conference( APSIPA ASC) 2012, 2015, 2017, 2018

5.  Reviewer of IEEE Transactions on Intelligent Transportation System, Feb 2018 & Feb 2019.

6.  Reviewer of IPSJ Transactions on Computer Vision and Applications, May 2019.

7.  Reviewer of  Evolutionary Intelligence (Springer Verlag), Sep 2019.

8.  Reviewer of CoDIT: 2020

9.  Reviewer of BMVC,  ACCV,  AAAI: 2020

10.  Reviewer of IEEE Transactions on Vehicular Technology, Jul 2020.

11. Reviewer of IEEE Transactions on Geoscience and Remote Sensing, Nov, 2021 

12. Reviewer of CVPR 2021, ICCV 2021, AAAI 2021

13. Reviewer of  Pattern Recognition, Nov, 2021.

14. Reviewer of CVPR, ICCV, 2022.

License:

       Taipei Street Artist

Certificate:

       TOEIC: 945 (reading:485, listening:460)