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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:

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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:

Deokuliar, Harsh

Title:

Object detection using drone-based aerial imagery in urban planning and land development projects

Graduate Program:

Data Analytics (MS)

Keywords:

Urban development
Machine Learning
Computer Vision
Object detection
UAV Imagery

File:

Download Harsh_Deokuliar_Thesis.pdf

Committee Members:

Raghu Sangwan, Program Head/Chair
Raghu Sangwan, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Adrian Sorin Barb, Committee Member

Author:

Sahu, Rashmi

Title:

DEVELOPMENT OF VISION SYSTEM AND END-EFFECTOR FOR AUTOMATIC BUD THINNING OF APPLE TREE: EARLY CROP LOAD MANAGEMENT

Graduate Program:

Agricultural and Biological Engineering (MS)

Keywords:

: Computer Vision
YOLO
Robotic Bud Thinning
LED-Stereovision
Image Acquisition
Crop load management
End-effector
Apple flower bud thinning
Linear solenoid
Robotic bud thinning.
Computer Vision

File:

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Committee Members:

Long He, Thesis Advisor/Co-Advisor
Paul Heinz Heinemann, Committee Member
Suat Irmak, Program Head/Chair
James Rawlinson Schupp, Committee Member
Shirin Ghatrehsamani, Committee Member

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