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Author:

Molineros, Jose Miguel

Title:

Computer Vision and Augmented Reality for Guiding Assembly

Graduate Program:

Computer Science and Engineering

Keywords:

Assembly
Object Recognition
Computer Vision
Augmented Reality

File:

Download thesis.pdf

Committee Members:

Guoray Cai, Committee Member
Octavia Camps, Committee Member
Rangachar Kasturi, Committee Member
Rajeev Sharma, Committee Chair/Co-Chair

Author:

Park, Minwoo

Title:

EFFICIENT MEAN-SHIFT BELIEF PROPAGATION AND ITS APPLICATIONS IN COMPUTER VISION

Graduate Program:

Computer Science and Engineering

Keywords:

MRF
Inference
Graphical Model
Belief Propagation
Computer Vision

File:

Download MinwooFinalDissertation.pdf

Committee Members:

Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert T Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Runze Li, Committee Member

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:

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:

Kandemir, Baris

Title:

Aesthetic And Affective Applications Of Visual Features And Physical Property Analysis Of Plant Stomata Through Active Surfaces

Graduate Program:

Information Sciences and Technology

Keywords:

Computer Vision
Active Curves
Affective Computing
Computational Aesthetics

File:

Download baris_kandemir_thesis.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Jia Li, Committee Member
Zihan Zhou, Committee Member
Charles T Anderson, Outside Member
Reginald Adams, Jr., Outside Member

Author:

Yang, Xiao

Title:

Robust Text Spotting in Natural Images with Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Text Spotting
Text Recognition
Deep Learning
Computer Vision
Text Detection

File:

Download XiaoYang_Dissertation.pdf

Committee Members:

Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Robert Collins, Committee Member
Zihan Zhou, Outside Member

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:

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:

Zientara, Peter

Title:

Design of a Vision Based Assistive System for Visually Impaired Persons

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

FPGA
Visually Impaired
Assistive System
Distributed
Heterogenous
Computer Vision
Grocery
CNN
DCNN

File:

Download peter_z_thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Ting He, Major Field Member
John Sampson, Major Field Member & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

Jiang, Zhouqian

Title:

Automated Construction Progress Monitoring using Image Segmentation and Building Information Models

Graduate Program:

Architectural Engineering (PHD)

Keywords:

Construction Progress Monitoring
Building Information Modeling (BIM)
Computer Vision
Image Segmentation
Deep Learning

File:

Download Zhouqian_Jiang_Dissertation_Updated.pdf

Committee Members:

Rob Leicht, Major Field Member
John Messner, Chair & Dissertation Advisor
Julian Wang, Professor in Charge/Director of Graduate Studies
Yuqing Hu, Major Field Member
Yanxi Liu, Outside Unit & Field Member

Author:

Yu, Rui

Title:

Computer Vision Methods for Enhancing Remote Sighted Assistance

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Remote Sighted Assistance
Computer Vision
Human Trajectory Prediction
Person Search
Field-of-View Extrapolation

File:

Download Dissertation_Rui_Yu.pdfDownload CertificateOfCompletion.pdf

Committee Members:

Jeffrey Bardzell, Program Head/Chair
Minghui Zhu, Outside Unit & Field Member
Syed Billah, Major Field Member
Sharon Huang, Chair & Dissertation Advisor
Jack Carroll, Major Field Member
Zihan Zhou, Special Member

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

Author:

Singal, Garima

Title:

Essays in Applied Machine Learning and Economics

Graduate Program:

Economics (PHD)

Keywords:

Machine Learning
Deep Learning
Computer Vision
Pollution Estimation

File:

Login to Download

Committee Members:

Marc Albert Henry, Professor in Charge/Director of Graduate Studies
Marc Henry, Major Field Member
Keisuke Hirano, Major Field Member
Manzhu Yu, Outside Unit & Field Member
Minas Sifakis, Special Member
Michael Gechter, Chair & Dissertation Advisor

Author:

Li, Junde

Title:

Machine Learning and Optimization Applications on Near-term Quantum Computers

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages

File:

Download phd_dissertation_junde.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member

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:

Peck, William

Title:

Network Considerations for a Cloud Manufacturing Marketplace

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industry 4.0
Cloud Manufacturing
Computer Vision
KAZE Descriptors
Discrete-Event Simulation
Tukey's Honestly Significant Difference

File:

Download Dissertation_Document_WJP_11022023_Final_Submission.pdf

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Co-Chair & Dissertation Advisor
Saurabh Basu, Major Field Member
Simon Miller, Outside Field Member
Russell Barton, Outside Unit Member
Daniel Finke, Co-Chair & Dissertation Advisor

Author:

Badarinath, Rakshith

Title:

Analytical and Experimental Models for Real-time Feedback Control of Robotic Fused Filament Fabrication System

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Additive Manufacturing
Fused Filament Fabrication
Robotics
Sensing
Control
Computer Vision
Closed-Loop
Synchronization
in-situ inspection
System Identification
Process Model
Modeling

File:

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Committee Members:

Timothy Simpson, Major Field Member
Ed De Meter, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Chris Rahn, Outside Unit & Field Member
Steven Landry, Program Head/Chair

Author:

Xue, Yuan

Title:

Deep Generative Models for Medical Images and Beyond

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Computer Vision
Generative Models
Medical Image Analysis

File:

Download Deep_Generative_Models_for_Medical_Images_and_Beyond.pdf

Committee Members:

Sharon Xiaolei Huang, Dissertation Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
Ting Wang, Committee Member
Robert Collins, Outside Member
James Duncan, Special Member
Mary Beth Rosson, Program Head/Chair