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Shih-Fang Chen

Learner in the fields of Computer Vision and Deep Learning • TW

Ph.D., in Computer Science, National Chiao Tung University

Phi Tau Phi Scholastic Honorary Membership

👉 Bookworm and Tech Geek : I am always hungry that I'm lovin' eat books, competitive paper, and cutting-edge know-how


Academic Achievement


Ph.D. studies , NCTU , Feb 2021 ~ now , Dept .COMPUTER SCIENCE

(Research Assistance before Ph.D. studies)

M.S.  Feb. 2018 ~ Feb 2020, GPA: 4.0/4.0 , ranking top 1 , Dept. COMPUTER SCIENCE

(Compulsory Military Service before M.S. studies)

B.S.  Sep. 2013 ~ June 2017, GPA: 3.78/4.3 ranking top 6% , Dept. COMPUTER SCIENCE

Extracurricular Certifications / Awards

2019 AI course in University of Notre Dame

Artificial Intelligence (AI) for Embedded System Short Course in U.S, introduction to ML & DL, by Dr. Yiyu Shi

2015 The Elite Student Fully-Funded Scholarship

I won a fully-funded scholarship to take a courses aboard and live with the native English speaker (host family)

Tech Certifications / Awards

2021 Publish journal paper and Patents

TOPIC: A Robust Counting and Measurement Approach for Stacked Substrates  
Patent of utility model of this work is approval by Taiwan Intellectual Property Office, 
invention patent and others submitted to US and CHINA are under review

2020 OpenCV Official Training COMPUTER VISION 2

Especially focus on face recognition and plate recognition

2020 Publish conference paper in the CVGIP 2020

TOPIC: A VISION-BASED PITCHER RELEASE POINT DETECTION SYSTEM, Hoster : NCTU, NTHU, and IPPR

2019 OpenCV Official Training COMPUTER VISION 1

Especially focus on Feature matching, non-leaning based object tracking, and image processing

2017 Publish conference paper in the AIT 2017

Topic: The Development of Drone-Assisted Detection System for High-Risk Disaster Areas

2012 First Place Award in the World Robot Olympiad, Taipei

國際奧林匹克機器人大賽 Taipei

Professionalism means consistency of quality. 

                                                                                                                                        Frank Tyger

Work Experience and Service


Experience in computer vision, image processing, and deep learning with C++ / Python mainly develop on Ubuntu


Dept. Computer Science, National Yang Ming Chiao Tung University

(PhD. Studies), Feb 2021 - Now

  • Visual Tracking

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Dept. Electrical Engineering, Yuan-Ze University

Research assistant, Mar 2020 - Feb 2021

  • Features matching
    • Heterogeneous and Multitudinous Shredded Bank Notes Reassembly Approach[Video]
      • Manipulate key-point detector and descriptor, features matching, and outlier features removal
  • Object detection, instance segmentation, and tracking
    • A VISION-BASED PITCHER RELEASE POINT DETECTION SYSTEM[Video]

      • Combining the merits of the state-of-the-art researches in object detection, instance segmentation and motion analysis to benefit the baseball training process
      • Oral in The 33rd IPPR Conference CVGIP 2020

      • An automatic baseball tracking and re-identification approach
  • Pose estimation
    • Three-dimensional pointing control and interaction system[Video]
      • Implementation of the Patent[I587175]
      • Depth camera with real-time pose estimation approach
    • Drumming pose warning mechanism[Video]
      • Humpback, opening elbow, and shrug pose estimation
  • Face recognition
    • Player identification using side face recognition[Video]
      • automatic human side face recognition
  • Camera and edge device hacking for integrating with the CV application such as: 
    • Intel® RealSense, NVIDIA® Jetson AGX Xavier™, edgertronic camera, and Emergent camera
  • Assist journal manuscript reviewing, e.g., TCSVT and TVCJ 

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(MS) Dept. Computer Science and Engineering, Yuan-Ze University
Graduate Research and Teaching Assistant, Feb 2018 - Feb 2020 

  • Image restoration, noise reduction and Image deblurring(Industry-University cooperative research project)
    • A Robust Counting and Measurement Approach for Stacked Substrates[Video1][Video2]
      • Develop a novel approach for image restoration, noise reduction, object recognition, localisation and segmentation to triumph over the problem of unfathomable noises of stacked substrates to achieve measurement meticulously
      • Help our customers achieve cost, labour and time efficiency (reduce NTD 10 million cost p.a.)
      • A masters dissertation[1], ongoing: Journal paper is submitting, Patents(US, CHINA, Taiwan)
  • Side project
    • sun-di-chew-gua (Who is singing : A Deep Learning Based Singer's Voice Classifier)
    • Deep Learning Pedestrian Direction Recognition
    • Blemish-Removal[Video]
  • Service : A teaching assistant in the linear algebra and big data analytics courses

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Military Police 202 Command
Military Police, July 2017 - Nov 2017compulsory

As a military police, I develop a combat mindset / close-quarters battle skills and police in both the armed forces and in the civilian population.

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Office of International and Cross-Strait Cooperation, CYUT
General Coordinator, June 2016 - Dec 2016

As a team leader to handle a study tour exhibition, I plan, I organise, I lead and I achieve organizational success. Looking at our fans-page and exhibition report in more details.

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(BS) Dept. Computer Science and Information Engineering, CYUT
Team Leader and Software Engineer, Sep 2015 - June 2017

  • The Development of Drone-Assisted Detection System for High-Risk Disaster Areas[Demo][TVBS Interview]
    • Drone-object tracking and detection algorithm, develop a autonomous drone flying system
    • The aircraft can be controlled by the computer remotely, patrols the surrounding hazardous areas
    • Oral and publish conference paper in 11th AIT and was awarded 4 awards in different project competitions

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Projects 02 00@2x

DS LAB 2019

Learning in the Data Science Lab YZU with Professor Ting-Ying Chien

Latest Resume Version: Feb 2021

Taiwan

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