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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:

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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:

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:

Dinsmore, Lawrence

Title:

Semi-coherent Ionospheric Pulsing Structures (SCIPS): The Ionosphere’s Steady State

Graduate Program:

Electrical Engineering (PHD)

Keywords:

SCIPS
delta-vTEC
TEC
LSTIDs
TIDs
magnetosphere
ionosphere
magnetic reconnection
polar cusp
geomagnetically quiet
keogram

File:

Download Dinsmore_Dissertation_Submit_fixed2.pdf

Committee Members:

Gregory Huff, Major Field Member
Julio Urbina, Chair & Dissertation Advisor
Jacob Langelaan, Outside Unit & Field Member
Victor Pasko, Major Field Member
William Higgins, Major Field Member
John Matthews, Special Member
Madhavan Swaminathan, Program Head/Chair
Robert Robinson, Special Signatory
Member CommitteeII, Special Member

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