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Author:

Pezeshk, Aria

Title:

FEATURE EXTRACTION AND TEXT RECOGNITION FROM SCANNED COLOR TOPOGRAPHIC MAPS

Graduate Program:

Electrical Engineering

Keywords:

image processing
document recognition
mathematical morphology
text recognition

File:

Download AriaPezeshk-Dissertation.pdf

Committee Members:

Richard Laurence Tutwiler, Dissertation Advisor/Co-Advisor
Richard Laurence Tutwiler, Committee Chair/Co-Chair
William Kenneth Jenkins, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Robert Collins, Committee Member

Author:

Gupta, Ankur

Title:

EFFICIENT AND SCALABLE BIOLOGICALLY PLAUSIBLE SPIKING NEURAL NETWORKS WITH LEARNING APPLIED TO VISION

Graduate Program:

Computer Science and Engineering

Keywords:

biologically plausible learning
spiking neural networks
scalable
vision

File:

Download PS_Thesis_template12.pdf

Committee Members:

Lyle Norman Long, Dissertation Advisor/Co-Advisor
Lyle Norman Long, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Dr Robert T Collins, Committee Member
William Evan Higgins, Committee Member
John C Collins, Committee Member

Author:

Flood, Brett

Title:

System for Bronchoscope Video-Distortion Correction

Graduate Program:

Electrical Engineering

Keywords:

bronchoscope
calibration
distortion correction
registration

File:

Download Thesis.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor

Author:

Duarte, David Enrique

Title:

Clock Network and Phase-Locked Loop Power Estimation and Experimentation

Graduate Program:

Electrical Engineering

Keywords:

CPU clock energy modeling
power estimation
PLL design
low power VLSI design

File:

Download thesis.pdf

Committee Members:

William Evan Higgins, Committee Member
Kenneth Jenkins, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Thomas Nelson Jackson, Committee Member

Author:

Lim, Hwasup

Title:

DYNAMIC MOTION AND APPEARANCE MODELING FOR ROBUST VISUAL TRACKING

Graduate Program:

Electrical Engineering

Keywords:

visual tracking
caratheodory-fejer
appearance modeling
motion modeling
object tracking

File:

Download video_clips.zipDownload hwasup_lim_thesis.pdf

Committee Members:

Octavia I Camps, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Mario Sznaier, Committee Member
William Evan Higgins, Committee Member
Sunil K Sinha, Committee Member
William Kenneth Jenkins, Committee Member

Author:

Gibbs, Jason David

Title:

Three Dimensional Route Planning for Medical Image Reporting and Endoscopic Guidance

Graduate Program:

Electrical Engineering

Keywords:

image processing
image-guided surgery
virtual endoscopy
bronchoscopy
route planning

File:

Download GibbsThesis.pdf

Committee Members:

William Evan Higgins, Committee Chair/Co-Chair
Zhiwen Liu, Committee Member
Jeffrey Louis Schiano, Committee Member
Robert T Collins, Committee Member

Author:

Lu, Kongkuo

Title:

Multidimensional Image Segmentation and Pulmonary Lymph-Node Analysis

Graduate Program:

Electrical Engineering

Keywords:

Pulmonary Medicine
Lung Cancer
Medical Imaging
Semi-automatic Segmentation
Live Wire
Image Segmentation
CT
MDCT
Lymph Nodes
Computer-Aided Diagnosis/Detection
Chest Imaging.

File:

Download LuDissertation.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Chair/Co-Chair
James Gordon Brasseur, Committee Member
Jeffrey Louis Schiano, Committee Member
Shizhuo Yin, Committee Member

Author:

Rai, Lav

Title:

FUSION AND REGISTRATION OF 3D MEDICAL IMAGE DATA AND ENDOSCOPIC VIDEO

Graduate Program:

Computer Science and Engineering

Keywords:

CT video registration
virtual endoscopy
image-guided surgery
lung cancer
bronchoscopy
calibration
transfer function
vignetting
light source
virtual reality
texture mapping

File:

Download PhDThesis.pdf

Committee Members:

William Evan Higgins, Committee Chair/Co-Chair
Raj Acharya, Committee Member
Robert T Collins, Committee Member
H J Sommer Iii, Committee Member

Author:

Chappalli, Mahesh B.

Title:

IMAGE ENHANCEMENT USING SGW SUPERRESOLUTION AND ITERATIVE BLIND DECONVOLUTION

Graduate Program:

Electrical Engineering

Keywords:

superresolution
second generation wavelets
blind deconvolution
optimal thresholding
blur support determination

File:

Download mahesh_chappalli_phd_thesis.pdf

Committee Members:

Nirmal K Bose, Committee Chair/Co-Chair
Robert M Nickel, Committee Member
William Evan Higgins, Committee Member
Robert Paul Hunter, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Breslav, Mikhail

Title:

3D Reconstruction of 2D Endobronchial Ultrasound

Graduate Program:

Electrical Engineering

Keywords:

3D reconstruction
ultrasound
EBUS

File:

Download Thesis_submit.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
William Evan Higgins, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor

Author:

Graham, Michael William

Title:

Robust Methods for Human Airway-Tree Segmentation and Anatomical-Tree Matching

Graduate Program:

Electrical Engineering

Keywords:

medical imaging
image segmentation
image-guided therapy
tree matching

File:

Download GrahamPhDThesis.pdf

Committee Members:

William Evan Higgins, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Nirmal K Bose, Committee Member
Robert T Collins, Committee Member

Author:

Ahuja, Nilesh A

Title:

Design of Large Field-of-View High-Resolution Miniaturized Imaging System

Graduate Program:

Electrical Engineering

Keywords:

wavelets
imaging system
large field of view
superresolution

File:

Download Nilesh-Dissertation.pdf

Committee Members:

Nirmal K Bose, Committee Chair/Co-Chair
William Kenneth Jenkins, Committee Member
William Evan Higgins, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Taeprasartsit, Pinyo

Title:

3D IMAGE ANALYSIS FOR DEFINITION OF THE CHEST VASCULATURE

Graduate Program:

Computer Science and Engineering

Keywords:

deformable model
pulmonary artery
aorta
vasculature
blood vessel
segmentation
image processing
medical imaging

File:

Download taeprasartsit_dissertation_etd.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
Henry Joseph Sommer Iii, Committee Member
Robert T Collins, Committee Member
Jesse Louis Barlow, Committee Member
William Evan Higgins, Committee Chair/Co-Chair

Author:

Merritt, Scott Alexander

Title:

Combined CT-Video Registration and Tracking for Endoscopic Guidance

Graduate Program:

Electrical Engineering

Keywords:

Bronchoscopic Guidance
Endoscopic Guidance
Endoscope Tracking
Computer Vision
Image Registration
Virtual Bronchoscopy

File:

Download PhDThesis.pdf

Committee Members:

William Evan Higgins, Committee Chair/Co-Chair
Jeffrey Louis Schiano, Committee Member
Shizhuo Yin, Committee Member
Robert T Collins, Committee Member

Author:

Papson, Scott

Title:

The Exploitation of Multi-look Synthetic Aperture Radar and Inverse Synthetic Aperture Radar Images for Non-cooperative Target Recognition

Graduate Program:

Electrical Engineering

Keywords:

radar imaging
target recognition
multi-look
data fusion
SAR
ISAR
NCTR

File:

Download Papson_Dissertation_FINAL.pdf

Committee Members:

Ram Mohan Narayanan, Committee Chair/Co-Chair
Robert T Collins, Committee Member
Randy L Haupt, Committee Member
William Evan Higgins, Committee Member

Author:

Khare, Rahul Shashikant

Title:

Global Registration for Image-guided Bronchoscopy

Graduate Program:

Electrical Engineering

Keywords:

global registration
image-guided surgery
virtual endoscopy
virtual bronchoscopy
3D imaging
image registration

File:

Download PhD_thesis_Rahul_Khare.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Chair/Co-Chair
Kenneth Jenkins, Committee Member
Vishal Monga, Committee Member
Robert Collins, Committee Member

Author:

Ferster, Michael Charles

Title:

A Patch Correspondence Approach to Recognizing Faces Under Varying Pose Given a Single-view Gallery

Graduate Program:

Electrical Engineering

Keywords:

Electrical Engineering

File:

Download ferster_thesis.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Shashi Phoha, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor

Author:

Cornish, Duane Campbell

Title:

Real-time Bronchoscopic Guidance System Based on Movement Measurements

Graduate Program:

Computer Science and Engineering

Keywords:

virtual endoscopy
virtual bronchoscopy
tracking
3D imaging
image-guided bronchoscopy
lung cancer
3D pulmonary imaging

File:

Download WrongTurnDetected_Clipped.wmvDownload RealTimeInterRouteOcclusions_Clipped.wmvDownload ErrorCheckingRMB_2WrongTurns.wmvDownload RealTimeInterForComparison_Clipped.wmvDownload Thesis.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
Lee David Coraor, Committee Chair/Co-Chair
Robert T Collins, Committee Member
Jesse Louis Barlow, Committee Member
Corina Stefania Drapaca, Special Member

Author:

Kwon, Yangsoo

Title:

TARGET DETECTION IN ULTRA-WIDEBAND NOISE RADAR SYSTEMS

Graduate Program:

Electrical Engineering

Keywords:

noise radar
target detection
MIMO radar

File:

Download Dissertation_Yangsoo_Kwon.pdf

Committee Members:

Ram Mohan Narayanan, Dissertation Advisor/Co-Advisor
Ram Mohan Narayanan, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Mark Levi, Committee Member
Vishal Monga, Committee Member

Author:

Zambad, Piyush Sunilkumar

Title:

Automatic Detection Of Central-chest Lymph Nodes In 3d Mdct scans

Graduate Program:

Electrical Engineering

Keywords:

Lymph-nodes
automatic
detection
lung-cancer
Hessian
Harris
Region Growing
Mediastinal

File:

Download PiyushZambadMSThesis.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor
Kultegin Aydin, Thesis Advisor/Co-Advisor

Author:

Srinivas, Umamahesh

Title:

Discriminative models for robust image classification

Graduate Program:

Electrical Engineering

Keywords:

Robust image classification
image processing
graphical models
sparse signal representations.

File:

Download USrinivas-Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Member
Ram Mohan Narayanan, Committee Member
Prof Robert Collins, Committee Member

Author:

Padmanabhan, Viveknarayanan

Title:

Automatic Contrail Detection and Segmentation in Polar-orbiter Satellite Images

Graduate Program:

Electrical Engineering

Keywords:

Contrail
AVHRR
Line detection
segmentation
Hough Transform

File:

Download Thesis-Viveknarayanan.pdf

Committee Members:

Andrew Mark Carleton, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Thesis Advisor/Co-Advisor
William Evan Higgins, Thesis Advisor/Co-Advisor

Author:

Li, Mu

Title:

video hashing: algorithm design and performane analysis

Graduate Program:

Electrical Engineering

Keywords:

video hashing
video fingerprinting
near-duplicate detection
anti-piracy search

File:

Download MuLi_Thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Member
David Miller, Committee Member
Yanxi Liu, Committee Member

Author:

Mo, Xuan

Title:

adaptive sparse representations for video anomaly detection

Graduate Program:

Electrical Engineering

Keywords:

video anomaly detection
sparsity model
kernel function
multi-object
low rank sparsity prior
outlier rejection

File:

Download Xuan_Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Kenneth Jenkins, Committee Member
Jesse Louis Barlow, Committee Member
Raja Bala, Special Member

Author:

Mcpheron, Benjamin David

Title:

Flux Regulation in Powered Magnets: Enabling Magnetic Resonance Experiments with Pulsed Field Gradients

Graduate Program:

Electrical Engineering

Keywords:

Field fluctuations
Cascade Regulation
Field Regulation
NMR
Powered Magnets
Pulsed Field Gradients

File:

Download McPheron_Final_Dissertation.PDF

Committee Members:

Jeffrey Louis Schiano, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Member
Thomas Neuberger, Committee Member
Constantino Manuel Lagoa, Committee Member

Author:

Zang, Xiaonan

Title:

Ebus/ct Fusion for Image-guided Bronchoscopy

Graduate Program:

Electrical Engineering

Keywords:

image segmentation
image registration
ultrasound

File:

Download Zang2015-Dissertation_optimize.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Chair/Co-Chair
Vishal Monga, Committee Member
Jeffrey Louis Schiano, Committee Member
Robert Collins, Committee Member

Author:

Morgan, John Paul

Title:

Direct Bundle Adjustment of Video

Graduate Program:

Electrical Engineering

Keywords:

Bundle adjustment
monocular simultaneous localization and mapping
structure from motion
direct image alignment

File:

Download Morgan_John_MS_Thesis.pdf

Committee Members:

Richard Laurence Tutwiler, Thesis Advisor/Co-Advisor
William Evan Higgins, Thesis Advisor/Co-Advisor

Author:

Cheirsilp, Ronnarit

Title:

3D multimodal image analysis for lung-cancer assessment

Graduate Program:

Computer Science

Keywords:

PET/CT
deformable registration
thoracic cavity
image processing
medical imaging
lung cancer
bronchoscopy

File:

Download Cheirsilp-PhD2016.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Robert T Collins, Committee Member
Vishal Monga, Committee Member

Author:

Nedorezov, Adam Jonathan

Title:

Active Contour Motion Planning in the Inverse Perspective Mapping Frame

Graduate Program:

Electrical Engineering

Keywords:

Active Contour
Path Planning
Vanishing Point Estimation
Inverse Perspective Mapping
Motion Planning
Obstacle Detection

File:

Download Nedorezov_Thesis2016.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
David Jonathan Miller, Committee Member

Author:

Vasyliev, Vitalii

Title:

Methods for Autonomous Planning and Guidance of Endobronchial Ultrasound

Graduate Program:

Electrical Engineering

Keywords:

convex-probe endobronchial ultrasound
CP-EBUS
EBUS
autonomous navigation
lung cancer assessment
EBUS navigation reports

File:

Download Vasyliev_MS2017.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Committee Member

Author:

Kuhlengel, Trevor Keith

Title:

Affinity Propagation for Computer-aided Detection of Lung Cancer in 3D PET/CT Studies

Graduate Program:

Computer Science and Engineering

Keywords:

PET/CT
PET
CT
affinity propagation
lung cancer
automated detection

File:

Download Kuhlengel2017-MS.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Seyed Mousavi, Hojjat

Title:

ENHANCED SIGNAL RECOVERY VIA SPARSITY INDUCING IMAGE PRIORS

Graduate Program:

Electrical Engineering

Keywords:

image proccessing
signal processing
super resolution
deep learning
sparse coding
sparssity
optimization
convex

File:

Download DissertationPhD.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Robert Collins, Committee Member
Constantino Manuel Lagoa, Committee Member
William Evan Higgins, Outside Member

Author:

Wang, Tianhe

Title:

3D Human pose estimation on Taiji sequence

Graduate Program:

Electrical Engineering

Keywords:

Pose estimation
Neural Networks
Motion Capture
Regression

File:

Download Thesis_TianheWang.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member

Author:

Funk, Christopher A

Title:

On a Computation Model for Human and Machine Symmetry Perception

Graduate Program:

Computer Science and Engineering

Keywords:

Symmetry
Deep Learning
Convolutional Neural Networks
Machine Learning
Wallpaper Groups
Topology Comparison
EEG

File:

Download ChristopherFunk-Dissertation.pdf

Committee Members:

Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Member
William Evan Higgins, Committee Member
David T Reitter, Outside Member

Author:

Vu, Tiep

Title:

Signal classification under structured sparsity constraints

Graduate Program:

Electrical Engineering

Keywords:

Signal Classification
Sparsity Coding
Dictionary Learning
Image Classification
Optimization

File:

Download Thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Kenneth Jenkins, Committee Member
Robert Collins, Outside Member

Author:

Morgan, Jacob

Title:

Data Fusion for Additive Manufacturing Process Inspection

Graduate Program:

Electrical Engineering

Keywords:

data fusion
additive manufacturing
computer vision

File:

Download Morgan_Jacob_MS_Thesis.pdf

Committee Members:

Richard L. Tutwiler, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Edward William Reutzel, Committee 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:

Cunningham, James

Title:

Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

ultrasound
image processing
neural network
deep learning
substantia nigra

File:

Download Cunningham_MS_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
William Evan Higgins, Committee Member

Author:

Durairaj, Deepit Abhishek

Title:

Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

Graduate Program:

Electrical Engineering

Keywords:

Spectral Unmixing
Machine Learning
Autoencoders
Unsupervised Learning
Photoacoustic Imaging

File:

Download Deepit_Durairaj_Thesis.pdf

Committee Members:

Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Sri-Rajasekhar Kothapalli, Program Head/Chair

Author:

Ravichandran, Bharadwaj

Title:

BioPose-3D and PressNet-KL: A Path to Understanding Human Pose Stability from Video

Graduate Program:

Computer Science and Engineering

Keywords:

Foot Pressure Estimation
Pose Estimation
Human Stability
Deep Learning
Computer Vision

File:

Download BioPose3D_and_PressNet_KL__A_Path_to_Understanding_Stability_from_Video.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
William Evan Higgins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Srinivasan, Visweshwar

Title:

AN ULTRA-LOW-COST PORTABLE PHOTOACOUSTIC SYSTEM

Graduate Program:

Electrical Engineering

Keywords:

medical
electronics
devices
ultrasound
photoacoustics
portable
cheap
ultra
ultraportable
cost effective

File:

Download Vish_MS_Thesis_Final.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Mehdi Kiani, Thesis Advisor/Co-Advisor
Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

Author:

Bandyopadhyay, Saptarashmi

Title:

Vessel Analysis in Narrow Band Imaging Bronchoscopic Video

Graduate Program:

Computer Science and Engineering

Keywords:

Narrow Band Imaging
Bronchoscopy
Vessel Enhancement
Vessel Segmentation
Artificial Intelligence
Lung Cancer Detection

File:

Download Saptarashmi2020-MS.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Liu, Yikang

Title:

Computational Methods for Neuroscience Discovery with Neuroimaging Data

Graduate Program:

Biomedical Engineering

Keywords:

rsfMRI
rat
computational methods
data analysis
deep learning
high-dimensional data mining
image segmentation
systems neuroscience
rsfMRI denoising
spatiotemporal dynamics

File:

Download Yikang_Liu_Dissertation.pdf

Committee Members:

Nanyin Zhang, Dissertation Advisor/Co-Advisor
Nanyin Zhang, Committee Chair/Co-Chair
Xiao Liu, Committee Member
William Evan Higgins, Committee Member
Kevin Douglas Alloway, Outside Member
Daniel J Hayes, Program Head/Chair

Author:

Mohammad, Umar Farooq

Title:

Ultrasound image classification and segmentation using deep learning applications

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep Learning
Medical Image Segmentation
Medical Image Classification

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member

Author:

Bangalore Narasimha Prasad, Sumukha

Title:

Ultrasound Computed Tomography using Deep Learning

Graduate Program:

Computer Science and Engineering

Keywords:

Ultrasound Computer Tomograpghy
Deep Learning
CRF
Encoder-Decoder
Reconstruction

File:

Download SumkhaPrasad_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Bharadwaj, Skanda

Title:

Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

Graduate Program:

Computer Science and Engineering

Keywords:

motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter

File:

Download Skanda_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Alshahrani, Mohammed

Title:

deep learning approaches for object tracking and motion estimation of ultrasound imaging sequences

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep Learning
Object tracking
CFNet
Advanced-CFNet

File:

Download Final_submission.pdf

Committee Members:

John Sampson, Professor in Charge/Director of Graduate Studies
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member

Author:

Kao, Austin

Title:

Automatic procedure planning of radial-probe endobronchial ultrasound

Graduate Program:

Electrical Engineering (MS)

Keywords:

bronchoscopy
image-guided system
radial-probe endobronchial ultrasound
lung cancer diagnosis

File:

Download MS_Thesis_FINAL.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Mehdi Kiani, Committee Member
Madhavan Swaminathan, Program Head/Chair