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Author:

Yan, April Yujie

Title:

Autofocus of phase-constrast images of yeast cells using machine learning

Area of Honors:

Physics

Keywords:

machine learning
image processing
convolutional neural network
biophysics
microscopic autofocusing
cell imaging
focus measures

File:

Download Yujie_Yan_Thesis.pdf

Thesis Supervisors:

Lu Bai, Thesis Supervisor
Richard Wallace Robinett, Thesis Honors Advisor

Author:

Huang, Ruijie

Title:

A Hybrid Model of Convolutional Neural Network and Gradient Boosting

Area of Honors:

Statistics

Keywords:

Image classification
machine learning
convolutional neural network
gradient boost
data analysis

File:

Download HonorThesis_RuijieHuang_FinalVersion.pdf

Thesis Supervisors:

Prabhani Kuruppumullage Don, Thesis Supervisor
Ethan Xingyuan Fang, Thesis Honors Advisor

Author:

Hoover, Thomas

Title:

Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach

Area of Honors:

Data Sciences

Keywords:

Data
Monet
UNET
Segmentation
Machine Learning
convolutional neural network
artificial neural network
Impressionism

File:

Download Hoover_Final_Honors_Thesis_2022.pdf

Thesis Supervisors:

James Z Wang, Thesis Supervisor
John Yen, Thesis Honors Advisor