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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
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

3. Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network

open_access
Open Access
Author:
Thirusangu, Niranjan
Title:
Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network
Graduate Program:
Computer Science and Engineering
Keywords:
semantic segmentation
breast ultrasound image
u-net
densenet
mask r-cnn
attention gate
breast cancer diagnosis
File:
Download Thesis_NiranjanThirusangu.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member
Chitaranjan Das, Program Head/Chair

4. Towards Designing Deep Learning Architectures for Improving Semantic Segmentation Performance

open_access
Open Access
Author:
Nagendra, Savinay
Title:
Towards Designing Deep Learning Architectures for Improving Semantic Segmentation Performance
Graduate Program:
Computer Science and Engineering
Keywords:
computer vision
deep learning
semantic segmentation
machine learning
artificial intelligence
vision foundation models
segment anything model
pytorch
File:
Download Savinay_Nagendra_PhD_Dissertation_Final_Draft.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Major Field Member
Chaopeng Shen, Outside Field Member
C Lee Giles, Outside Unit & Field Member
Daniel Kifer, Chair & Dissertation Advisor