Search

Author:

Bhat, Surendra Shantaram

Title:

Multimodal Radar - Concept, Operation, Bandwidth Sharing and Scheduling

Graduate Program:

Electrical Engineering

Keywords:

Multimodal radar
LFM
HRR
LRR Bandwidth sharing
Bandwidth Optimization
Radar scheduling

File:

Download Multimodal_Radar_-_Concept_Operation_Bandwidth_Sharing_and_Scheduling.pdf

Committee Members:

Ram Mohan Narayanan, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Member
Vishal Monga, Committee Member
Karl Martin Reichard, Committee Member

Author:

Jha, Manjari

Title:

Probabilistic Techniques for Metagenomic Clustering and Intrusion Detection

Graduate Program:

Electrical Engineering

Keywords:

metagenomics
intrusion detection
clustering
unsupervised

File:

Download ManjariJ_thesis.pdf

Committee Members:

Raj Acharya, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Vishal Monga, Committee Member
Mary Poss, Outside Member

Author:

Tofighi, Mohammad

Title:

Informed Learning for Image Restoration and Understanding

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Cell Detection
Image Processing
Image Deblurring
Deep Learning
Video Deblurring

File:

Download Tofighi_Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Jeffrey Louis Schiano, Committee Member
Leonid V Berlyand, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Khan, Mohammad Nasim

Title:

Assuring Security and Privacy of Emerging Non-Volatile Memories

Graduate Program:

Electrical Engineering

Keywords:

Non-Volatile Memory
NVM
Security
Privacy
Reliability
Testing
STTRAM
RRAM
PCM
MRAM
FeRAM

File:

Download Assuring_Security_and_Privacy_of_Emerging_Non_Volatile_Memories__1_.pdf

Committee Members:

Swaroop Ghosh, Dissertation Advisor/Co-Advisor
Mehdi Kiani, Committee Member
Vishal Monga, Committee Member
Trent Ray Jaeger, Committee Member
Saptarshi Das, Outside Member
Kultegin Aydin, Program Head/Chair
Swaroop Ghosh, Committee Chair/Co-Chair

Author:

Guo, Tiantong

Title:

Regularized Deep Networks For Inverse Problems In Image Processing And Vision

Graduate Program:

Electrical Engineering

Keywords:

Regularized Deep Networks
Inverse Problems
Image Processing
Computer Vision

File:

Download tt_dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Robert Collins, Committee Member
Minghui Zhu, Committee Member
Necdet S Aybat, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Cherukuri, Venkateswara Rao

Title:

Domain Enriched Learning for Brain Image Analysis

Graduate Program:

Electrical Engineering

Keywords:

Brain Imaging
MRI
CT
Machine Learning
Deep Learning
Priors

File:

Download venkat_thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Nanyin Zhang, Committee Member
Jesse Louis Barlow, Outside Member
Steven Schiff, Dissertation Advisor/Co-Advisor
Steven Schiff, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Author:

Al Hujaili, Khaled

Title:

Non-convex optimization techniques for radar waveform design under practical constraints

Graduate Program:

Electrical Engineering

Keywords:

MIMO radar
wideband beampattern
waveform design
constant modulus
complex circle manifold
manifolds
cognitive radar
PDR
Ambiguity function
QGD
Spectral Constraint

File:

Download Khaled_Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
John F Doherty, Committee Member
Julio Urbina, Committee Member
Hosam Fathy, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Ayub, Ali

Title:

Few-Shot Continual Learning of Visual Concepts

Graduate Program:

Electrical Engineering

Keywords:

Continual Learning
Catastrophic Forgetting
Human-Robot Interaction
Self-Supervised Learning
Curiosity-Driven Learning
Cognitively-Inspired Learning
Robotics
Machine Learning
Computer Vision

File:

Download PhD_Thesis___Ali_Ayub.pdf

Committee Members:

Sven G Bilen, Dissertation Advisor/Co-Advisor
Sven G Bilen, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Vishal Monga, Committee Member
Elisabeth Karuza, Outside Member
Alan R. Wagner, Dissertation Advisor/Co-Advisor
Alan Richard Wagner, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

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:

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