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1. An Investigation of Wavelet Features for Automated Biomedical Image Classification

open_access
Open Access
Author:
Fry, Jonathan Richard
Title:
An Investigation of Wavelet Features for Automated Biomedical Image Classification
Graduate Program:
Electrical Engineering
Keywords:
wavelet
feature space
classification
machine learning
pattern recognition
image analysis
feature selection
File:
Download thesis_format_final.pdf
Committee Members:
Yanxi Liu, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor

2. Domain Enriched Machine Learning for Synthetic Aperture Sonar

open_access
Open Access
Author:
Gerg, Isaac
Title:
Domain Enriched Machine Learning for Synthetic Aperture Sonar
Graduate Program:
Electrical Engineering (PHD)
Keywords:
machine learning
deep learning
sonar
autofocus
semantic segmentation
automatic target recogition
classification
File:
Download 2022_PhD_Thesis.pdf
Committee Members:
Alan Wagner, Outside Unit & Field Member
John Doherty, Major Field Member
Jing Yang, Major Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas F La Porta, Program Head/Chair