Yolin (Yu-Lin, Yeh)

Email

yolin.csie@gmail.com

Github

https://github.com/yolins995503

EXPERIENCE

Higher Education Sprout Project to SJTU

Shanghai Jiao Tong University
Deaqment of Electrical Engineering
2020.08

Teaching Assistance in NYCU

(1) Research Project in Application of Artificial Intelligence on Medical Imaging
(2) Deep Learning and Practice
2020.06 - 2022.08

IMSLAB in NTPU

Project development and assistant
2020.06 - 2020.10

EDUCATION

National Yang Ming Chiao Tung University (NYCU)

Master of Multimedia Engineering
Lab: BSPLAB
Professor: Yong-sheng Chen
Research Direction: Deep Learning, Image Processing, Medical Image

National Taipei University (NTPU)

Bachelor of Computer Science
Lab: IMSLAB
Professor: Daw-Tung Lin
Research Direction: Deep Learning, Natural Language Processing

HONORS AND ACHIEVEMENT

Third price, Computer Science Thematic Competition (NTPU)

Criminal Judgement Prediction
2020.07

Ministry of Science and Technology College Student Research Program Grant

Criminal Judgement Prediction
2020.06 – 2021.01

Academic Excellence Award (NTPU)

Computer Science
2021.06

EXPERTISE

Deep Learning

Classification, Object Detection, Segmentation, Super Resolution, GAN

Image Processing

Medical Image Processing, Brain Computed Tomography

Computer Vision

Depth, Disparity

SKILLS

Programming

Python, C/C++, MATLAB, PHP, SQL

Framework

Pytorch

Tool

Git

PUBLICATIONS

Ｍaster’s thesis:

Information content
作者 Yeh, Yu-Lin
論文名稱(中文) 帶雜訊標籤之多厚度未施打顯影劑電腦斷層影像中急性缺血性中風 ASPECTS 估測之穩健訓練策略
論文名稱(英文) Robust training strategies for ASPECTS estimation of acute ischemic stroke in multi-thickness non-contrast computed tomography with noisy labels
學位類別 碩士
校院名稱 國立陽明交通大學
系所名稱 多媒體工程研究所

https://etd.lib.nctu.edu.tw/cgi-bin/gs32/tugsweb.cgi/ccd=.8fKvU/record?r1=1&h1=0

YU-LIN YEH, DAW-TUNG LIN. “Criminal Judgement Prediction Using Natural
Language Processing and Artificial Intelligent Technology,” TAAI Domestic track, 2020.

http://search.taai.org.tw/paper/2020/0/應用自然語言處理與人工智慧技術於常用刑事類別判決預測 .pdf

PROJECT

Singapore License Plate Detection

Use image processing to detect the location of letter of Singapore license plate

Multiplayer Online Game Design

Design Android real-time multiplayer online game

UNITY 3D Scene Game Design

Design a first-person 3D Scene game by Unity

APP Parking Lot Information Application

Design an APP that provide information about the parking lot in time

Student Club Database Design

Design a student club database including UI by MYSQL

Criminal Judgement Prediction

Design a Taiwanese criminal judgement prediction system

Image Processing Lab

Application of image processing Skill

Visual Recognition using Deep Learning Lab

Application of classification, object detection, segmentation, super resolution

Computer Vision Lab

Application of camera calibration, automatic panoramic image stitching, Structure from
Motion

REFERENCE

Professor Yong-Sheng Chen 陳永昇 教授

Master of Thesis Advisor
Institute of Multimedia Engineering, Department of Computer Science, NYCU
Office: +886-3-571-2121 ext. 31316
E-mail: yschen@nycu.edu.tw

Professor Daw-Tung Lin 林道通 教授

Department of Computer Science and Information Engineering
National Taipei University
Office: 02-8674-1111 ext. 68827
Email: dalton@mail.ntpu.edu.tw