eTD Explore

Open Access

Author:: Felemban, Noor
Title:: Information Retrieval From Images and Videos in Mobile Networks
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: mobile networks
deep learning
neural networks
image retrieval
video retrieval
cloud computing
distributed systems
File:: Download nfelemban_thesis_submission.pdf
Committee Members:: Thomas La Porta, Chair & Dissertation Advisor
Soundar Kumara, Outside Unit & Field Member
Ting He, Major Field Member
C Lee Giles, Major Field Member
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Agrawal, Sumit
Title:: Intelligent Ultrasound and Photoacoustic Imaging Systems: Design, Development and Beyond
Graduate Program:: Bioengineering (PHD)
Keywords:: ultrasound imaging
photoacoustic imaging
artificial intelligence
spectral unmixing
artifact removal
low-cost devices
portable medical imaging device
File:: Download PhD_Thesis_Sumit_Agrawal.pdf
Committee Members:: Sri-Rajasekhar Kothapalli, Chair & Dissertation Advisor
William Higgins, Major Field Member
Nanyin Zhang, Major Field Member
Vishal Monga, Outside Unit & Field Member
Daniel Hayes, Program Head/Chair

Restricted

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

Restricted

Author:: Kuhlengel, Trevor Keith
Title:: Planning and Guidance of Bronchoscopy for Comprehensive Lymph Node Staging
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: lung cancer
lymph node staging
multi-destination procedures
image-guided procedures
bronchoscopy
optimal procedure planning
computer-assisted procedure planning
File:: No files available due to restrictions.
Committee Members:: Ali Borhan, Outside Unit & Field Member
Robert Collins, Major Field Member
William Higgins, Chair & Dissertation Advisor
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

Restricted (Penn State Only)

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

Open Access

Author:: Hojjatinia, Sarah
Title:: System Identification Algorithms for Noisy Data with Application to Behavior Modeling
Graduate Program:: Electrical Engineering
Keywords:: System identification
data analysis
modeling
physical activity
behavior
machine learning
algorithm
noisy data
social network
switched systems
markov
design
SARMAX
SARX
Markov jump
hybrid
health
Real Data
File:: Download Sarah-Dissertation_Final.pdf
Committee Members:: Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Vishal Monga, Committee Member
Minghui Zhu, Committee Member
David E Conroy, Outside Member
Kultegin Aydin, Program Head/Chair

Open Access

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

Restricted (Penn State Only)

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

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

Open Access

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

Search