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Author:

Irick, Kevin Maurice

Title:

A Configurable Platform for Sensor and Image Processing

Graduate Program:

Computer Science and Engineering

Keywords:

Image Processing
Hardware Acceleration
FPGA

File:

Download Dissertation_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Yuan Xie, Committee Member
Vittaldas V Prabhu, Committee Member

Author:

Misra, Kaustubh

Title:

A Cyber Infrastructure for Hard and Soft Data Fusion

Graduate Program:

Electrical Engineering

Keywords:

Soft Sensing
Sensor Array Creation
Image Processing
Intelligent Agent Architecture
Social Network Analysis
Multisensor Data Fusion
Bluetooth Ad-hoc Piconets

File:

Download kum165_Thesis_Report.pdf

Committee Members:

David J Hall, Thesis Advisor/Co-Advisor
David J Hall, Thesis Advisor/Co-Advisor
John F Doherty, Thesis Advisor/Co-Advisor

Author:

DeBole, Michael Vincent

Title:

CONFIGURABLE ACCELERATORS FOR VIDEO ANALYTICS

Graduate Program:

Computer Science and Engineering

Keywords:

FPGA
Hardware Acceleration
Image Processing
3D IC
FPGA Framework

File:

Download Dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Yuan Xie, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Antonios Armaou, Committee Member

Author:

Gandhi, Tarak L.

Title:

Image Sequence Analysis for Object Detection and Segmentation

Graduate Program:

Computer Science and Engineering

Keywords:

Image Motion Analysis
Target Detection
Computer Vision
Image Processing

File:

Download etd.pdf

Committee Members:

Rangachar Kasturi, Committee Chair/Co-Chair
Octavia I Camps, Committee Member
Lee David Coraor, Committee Member
Rajeev Sharma, Committee Member
David Jonathan Miller, Committee Member

Author:

Gobert, Christian J

Title:

ONLINE DISCONTINUITY DETECTION IN METALLIC POWDER BED FUSION ADDITIVE MANUFACTURING PROCESSES USING VISUAL INSPECTION SENSORS AND SUPERVISED MACHINE LEARNING

Graduate Program:

Mechanical Engineering

Keywords:

Additive Manufacturing
Machine Learning
Powder Bed Fusion
Flaw Detection
Image Processing

File:

Download Gobert_Thesis-2017.pdf

Committee Members:

Asok Ray, Thesis Advisor/Co-Advisor
Shashi Phoha, Committee Member
Edward Reutzel, Committee Member
Guha Manogharan, Committee Member
Jan Petrich, Committee Member

Author:

Rau, Adam J

Title:

Development and Benchmarking of Image Analysis Methods for Use in Horizontal Plug Flow

Graduate Program:

Nuclear Engineering

Keywords:

Two-Phase Flow
Image Processing
Nuclear Engineering
Thermal-Hydraulics
Conductivity Probe
Horizontal Flow

File:

Download Development_and_Benchmarking_of_Image_Analysis_Methods_for_Use_in_Horizontal_Plug_Flow.docx.pdf

Committee Members:

Seungjin Kim, Thesis Advisor/Co-Advisor

Author:

Tsai, Wei Yu

Title:

Enabling New Computation Paradigms with Emerging Technologies

Graduate Program:

Computer Science and Engineering

Keywords:

Non-Boolean Computation
Neural Networks
Coupled Scillators
Low-power Computation
Image Processing
Audio Processing

File:

Download dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Mary Jane Irwin, Committee Member
Bruce Gluckman, Outside Member

Author:

Tyagi, Ankit

Title:

Dynamics of Interacting Turbulent Flames

Graduate Program:

Mechanical Engineering

Keywords:

Interacting Flames
Turbulent Flames
Image Processing
Laser Diagnostics
Flame Physics
Flame-Flame Interactions

File:

Download Tyagi_Ankit-Dissertation.pdf

Committee Members:

Jacqueline O’Connor, Dissertation Advisor/Co-Advisor
Jacqueline O’Connor, Committee Chair/Co-Chair
Daniel Haworth, Committee Member
Stephen Lynch, Committee Member
Michael Krane, Outside Member
Isaac Boxx, Special 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:

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:

Papula, Dashiell

Title:

The Characterization, Structure Quantification, and Property Enhancement of Multi-Field-Processed Particle Polymer Composites

Graduate Program:

Materials Science and Engineering

Keywords:

Multifield Processing
Particle Polymer Composites
Structure Property Relationship
Particle Self-Assembly
Image Processing
Particle Structure Quantification
Magnetoactive Elastomer
Barium Hexaferrite

File:

Download Dashiell_Papula__Master_s_Thesis.pdf

Committee Members:

John Mauro, Program Head/Chair
Zoubeida Ounaies, Thesis Advisor/Co-Advisor
Paris R Vonlockette, Committee Member
Robert John Hickey, III, Committee Member

Author:

Metwaly, Kareem

Title:

Explainable, Informed Deep Learning For Signal And Image Estimation

Graduate Program:

Electrical Engineering

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:

Miao, Leixin

Title:

Analytical Transmission Electron Microscopy for Nanostructure Interpretation in High-Entropy Oxides and Beyond

Graduate Program:

Materials Science and Engineering

Keywords:

Transmission Electron Mircoscopy
High Entropy Oxides
Ferroelectric
Domain Structure
Nanostructure
Image Processing
Ferrovalley Materials
Hybrid Improper Ferroelectric

File:

Login to Download

Committee Members:

John Mauro, Program Head/Chair
Nasim Alem, Chair & Dissertation Advisor
Jon-Paul Maria, Major Field Member
Zhiqiang Mao, Outside Unit & Field Member
Ismaila Dabo, Major Field Member

Author:

Fan, Foxian

Title:

Evolution of AM Surface Morphology during Centrifugal Disc Finishing

Graduate Program:

Industrial Engineering

Keywords:

Additive Manufacturing
Centrifugal Disc Finishing
Surface Characterization
Image Processing
Machine Learning
Mass Finishing

File:

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Committee Members:

Steven Landry, Program Head/Chair
Timothy Simpson, Major Field Member
Christopher Kube, Outside Unit & Field Member
Guhaprasanna Manogharan, Co-Chair & Dissertation Advisor
Brigid Mullany, Special Member
Robert Voigt, Co-Chair & Dissertation Advisor

Author:

Yazdani, Amirsaeed

Title:

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

Graduate Program:

Electrical Engineering

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