ABOUT ME

EDUCATION

RESEARCH

UIUC Undergraduate Thesis Research

• Overcoming optical scattering in photoacoustic imaging with intensity-recovering deep learning model
• Kevin Huang, Christine Wu, Chen Yun-Sheng, Zhao Yang (UIUC USR'21)
• PowerNet strives to improve the portability and affordability of deep tissue imaging with a conditional Generative Adversarial Network that extracts structural information in ultrasound images to recover the optical scattered intensities in photoacoustic deep-tissue imaging.
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UIUC YSChen Lab
Google Research

NCKU Summer 2020 - 2021 Research Internship

• Cytoplasm Segmentation in Microscopy Images Using Statistical Pressure Snake
• Gwo Giun Lee, Yi-Hsuan Chou, Wei-Hung Weng, Yi-Hua Liao, Chi-Kuang Sun, Christine Wu
• This project is a portable melanoma skin cancer detector that classifies melasma dendritic level through mobile devices, implemented in C. Utilizing calculus gradient through statistical pressure snake active contour, cytoplasmic membrane is segmented to automate the diagnostic process.
NCKU Media SoC Lab

NCKU Summer 2022 AI-Food Internship

• Food Image Recognition and Nutrition Estimation via Deep Learning
• Jia-Hong Chen, Christine Wu, Gwo Giun Lee
• AIFood is a modified 50-layer Residual Convolution Neural Network (ResNet50). The model is trained with a self-crafted AIFood database consisting of 299,143 eastern food images and 85,412 western food images. Each image is labeled with 24 ingredient categories. CogniNU is the mobile app that allows users to track nutrition intake and make suggestions to improve dietary habbits. The mobile app estimates the nutrition intake from an image uploaded by the user through the deep learning AIFood model.
NCKU Media SoC Lab

Projects

Some projects to share. Click on them Learn More!

DATABASE

This is a web application that manages a household. It can be your home, a shared apartment, or even a workspace. It tracks and suggests groceries. Help calculates money, as well as the chores done by each member.

FPGA & VGA

This is a mini game is the fusion of the “hammer throw” sport with the Space Invaders game. Like releasing a circular swinging hammer, the player will hold down the key ‘A’ to spin the pink cube and on release of the key ‘A’ the ball will fly tangentially towards the targets to eliminate it. The goal of the game is to eliminate targets on the screen through some obstacles to gain points.

AI & ML

Design and construct an automated workflow to pre-process, train, validate, and post evaluate medical data, including active snake contour method to remove skin layer and CW-SSIM to post-evaluate images

Programming Languages

Application Software & Tools

• git, AWS, MySQL, mongoDB, HTML, Google Cloud Platform, MATLAB, PyTorch, FPGA, Quartus

Coursework

• Machine Learning, Artificial Intelligence, Probability-Statistics
• Analog Signal Processing, Digital Signal Processing
• Data Structures & Algorithms, Computer Systems & Architecture
• Mobile Computing & Localization, Database Systems
• Digital Systems Laboratory, Microprocessor, System-On-Chip
• Biosensors, Neural Circuits and Systems