Search

Author:

Zhao, Wennan

Title:

Planning and Guidance Methods for Peripheral Bronchoscopy

Graduate Program:

Electrical Engineering (PHD)

Keywords:

lung cancer
virtual bronchoscopy
image-guided bronchoscopy
bronchoscopy
radial probe endobronchial ultrasound
peripheral pulmonary lesion
endobronchial ultrasound
endobronchial ultrasound registration
endobronchial ultrasound simulation
biopsy
navigational bronchoscopy

File:

No files available due to restrictions.

Committee Members:

Robert Collins, Major Field Member
William Higgins, Chair & Dissertation Advisor
Nanyin Zhang, Outside Unit & Field Member
Vishal Monga, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Yazdani, Amirsaeed

Title:

Training-Robust Design of Deep Neural Networks for Imaging and Vision

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation

File:

Login to Download

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor

Author:

Hojjatinia, Sahar

Title:

Data analysis and system identification algorithms for behavioral dynamical modeling

Graduate Program:

Electrical Engineering (PHD)

Keywords:

System Identification
Sparsity
Behavioral Modeling

File:

Download Sahar-Dissertation_final.pdf

Committee Members:

Minghui Zhu, Major Field Member
Constantino Lagoa, Chair & Dissertation Advisor
Vishal Monga, Major Field Member
David Conroy, Outside Unit & Field Member
Thomas La Porta, Program Head/Chair

Author:

Wheatman, Kristina

Title:

Optimal Resource Allocation in Wireless Networks for Multimedia Applications

Graduate Program:

Electrical Engineering (PHD)

Keywords:

mobile networks
convex optimization
QoE
energy efficiency
video streaming
crowdsourcing
image processing
NUM
MINLP
objective function optimization
multimedia
utility
5G
LTE
base station
GPU
dual
primal
wireless
communications
markov chain
resource allocation
multi-path routing
mobile devices
cellular
network resource blocks
signal estimation
user experience
data download

File:

Login to Download

Committee Members:

Uday Shanbhag, Outside Unit & Field Member
Guohong Cao, Major Field Member
Vishal Monga, Major Field Member
Mark Mahon, Dissertation Co-Advisor
Thomas La Porta, Chair & Co-Dissertation Advisr
Thomas F La Porta, Program Head/Chair

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

Author:

Metwaly, Kareem

Title:

Explainable, Informed Deep Learning For Signal And Image Estimation

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Deep Learning
Neural Network
Image Processing
Signal Processing
Algorithm Unrolling
Dehazing
Beampattern Design
Classification
Computer Vision
Attribute Prediction
Prior Guided
Informed Learning
Estimation

File:

Download KareemMetwaly.pdf

Committee Members:

Abhronil Sengupta, Major Field Member
William Higgins, Major Field Member
Vikash Gayah, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas La Porta, Program Head/Chair

Author:

Wang, Hang

Title:

Defense against test-time evasion attacks and backdoor attacks

Graduate Program:

Electrical Engineering (PHD)

Keywords:

adversarial machine learning
backdoor attack
Trojan
maximum margin
adversarial examples
GANs
activation clipping

File:

Download Hang-Wang-Dissertation-final.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
George Kesidis, Co-Chair & Dissertation Advisor
Constantino Lagoa, Major Field Member
David Miller, Co-Chair, Major Member & Dissertation Advisor
Jia Li, Outside Unit & Field Member
Vishal Monga, Major Field Member

Author:

Yu, Mingzhao

Title:

Discriminative brain image analysis via geometrically inspired deep networks

Graduate Program:

Electrical Engineering (PHD)

Keywords:

neuroimaging
AI
hydrocephalus
attention regularization
brain volume estimation
ultrasound
CT
MRI
classification

File:

Download Thesis.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Mahanth Gowda, Major Field Member
Nanyin Zhang, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Steven J. Schiff, Special Member
Vishal Monga, Chair & Dissertation Advisor

Author:

Li, Xuelu

Title:

Regularized Learning for Discriminative Problems in Image Recognition

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Histopathological Image Classification
Fine-grained Image Classification
3-D Vessel Segmentation
Sparse Representation based Classification
Deep Learning
Shared Feature Learning

File:

Download xuelu_thesis.pdf

Committee Members:

Puneet Singla, Outside Unit & Field Member
William Higgins, Major Field Member
Vishal Monga, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair
Jing Yang, Major Field Member

Author:

Taher, Abdullah

Title:

Enhanced Synthetic Aperture Radar (SAR) Imaging of Moving Targets Using the Deterministic Annealing Probabilistic Multi-Hypothesis Tracker (DAPMHT) Approach

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Synthetic aperture radar (SAR)
Moving target imaging
Tracking
Extended targets imaging
Point targets imaging
Maneuvering target
DAPMHT/RDA algorithm
Motion parameters estimation
Focus image

File:

Download Abdullah_Dissertation.pdf

Committee Members:

Michael Lanagan, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
Vishal Monga, Major Field Member
Kultegin Aydin, Program Head/Chair