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Shih-Fang Chen

Learner in the fields of Computer Vision, Deep Learning, Robotics • Taoyuan,TW

M.S., in Computer Science and Engineering (Computer Vision), Yuan Ze University 

Phi Tau Phi Scholastic Honorary Membership

Honours Student of Taichung City

IELTS : overall band scores 6.0 

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


Work Experience and Service


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


Dept. Electrical Engineering, Yuan-Ze University
Visiting Computer Vision Researcher and Engineer, Mar 2020 - Present (finish visiting before Jan 2021)

Currently visiting HCI Multimedia Lab of Prof.‪ Huang-Chia Shih as a computer vision research engineer and would finish visiting before early 2021.

  • Heterogeneous and Multitudinous Shredded Bank Notes Reassembly Approach[video]
    • Manipulate key-point detector and descriptor, features matching, and outlier features removal
    • Cooperate with Ministry of Justice
  • A VISION-BASED PITCHER RELEASE POINT DETECTION SYSTEM[video]
    • Combining the merits of the state-of-the-art researches in object detection, instance segmentation,motion analysis to benefit baseball training process
    • Oral on The 33rd IPPR Conference On Computer Vision, Graphics, And Image Processing(CVGIP 2020)
    • Supported by the Ministry of Science and Technology, grant number MOST108-2627-H155-001
  • A Robust baseball tracking approach[Demo1][Demo2]
    • An automatic baseball tracking and re-identification approach
  • Three-dimensional pointing control and interaction system(ongoing)
    • Implementation of the Patent[I587175]
    • Depth camera with real-time pose estimation approach

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

  • A Robust Counting and Measurement Approach for Stacked Substrates[Demo1][Demo2]
    • 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 $ten million cost per year)
    • A masters dissertation[1], ongoing: Journal paper in EAAI 2021, Patents(US,CHINA,Taiwan)
  • Side project
    • sun-di-chew-gua (Who is singing : A Deep Learning Based Singer's Voice Classifier)[Slide]
    • Deep Learning Pedestrian Direction Recognition[Slide]
    • Blemish-Removal[Demo]
  • 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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Dept. Computer Science and Information Engineering, CYUT
Team Leader and Software Engineer, Sep 2016 - June 2017

  • The Development of Drone-Assisted Detection System for High-Risk Disaster Areas[Slide]
    • 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 on conference paper in 11th AIT and was awarded 4 awards in different project competitions

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Academic Achievement


GPA : 4.0 / 4.0,   Average Score : 94, ranking top 1. Entrance in advance on Feb 2018. Early Graduate on Feb 2020 (postgraduate)

GPA : 3.64 / 4.0, Average Score : 86, ranking top 6% by a 120 students group (2013~2017 undergraduate studies)

Extracurricular Certifications / Awards

2020 The Phi Tau Phi Scholastic Honor Society of the R.O.C Honorary Membership

中華民國斐陶斐榮譽學會 榮譽會員

2019 AI course in University of Notre Dame

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

2017 Honours Student Award, Taichung

台中市105學年度模範生

2017 IELTS : overall band scores 6.0 (quadruple 6)

2015 The CYUT Elite Student (Fully-Funded Scholarship)

獲選為菁英學生,獲全額獎學金赴澳洲進修

2013 Professional Certificates Award

高中時期專業技能傑出,獲頒證照達人獎

2011 The Certiport Spelling Bee Advanced

Certiport美國拼字大賽 特優等

Tech Certifications / Awards

2021 Publish journal paper in the EAAI 2021

TOPIC: A Robust Counting and Measurement Approach for Stacked Substrates  [Patents in US,CHINA and Taiwan, 2022]

2020 Publish conference paper in the CVGIP 2020

TOPIC: A VISION-BASED PITCHER RELEASE POINT DETECTION SYSTEM

2019 OpenCV Official Training COMPUTER VISION 1

2018 Introduction to R for Data Science

2017 Bronze Medal Award in 2017 Creative Software Applications Contest

2017 Honourable Mention Award in 2017 Creative Software Applications Contest

2017 Publish conference paper in the AIT 2017

2016 First Place Award in the Project Competition of Dept of CSIE, CYUT

2014 Red Hat Certified System Administrator(RHCSA)

2012 First Place Award in the World Robot Olympiad, Taipei

Professionalism means consistency of quality. 

                                                                                                                                        Frank Tyger


Projects 02 00@2x

DS LAB 2019

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

Hi


Contact me in more detail through my LinkedIn.



Latest Resume Version: July 2020

Taiwan

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