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

• A Robust baseball tracking approach[Video1][Video2]

• 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 
  

(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 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[Video]
• Service : A teaching assistant in the linear algebra and big data analytics courses
  

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

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.

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.

(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[Slide][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