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2. Visual Characteristics for Computational Prediction of Aesthetics and Evoked Emotions

open_access
Open Access
Author:
Lu, Xin
Title:
Visual Characteristics for Computational Prediction of Aesthetics and Evoked Emotions
Graduate Program:
Information Sciences and Technology
Keywords:
Image Aesthetics Assessment
Emotion Prediction
Deep Learning
File:
Download phd_dissertation_xinlu.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Mary Beth Rosson, Committee Member
Reginald Adams Jr., Committee Member
Michelle Gayle Newman, Committee Member
Jia Li, Committee Member

3. Context Modeling for Semantic Text Matching and Scene Text Detection

open_access
Open Access
Author:
Huang, Wenyi
Title:
Context Modeling for Semantic Text Matching and Scene Text Detection
Graduate Program:
Information Sciences and Technology
Keywords:
Citation Recommendation
Scene Text Detection
Deep Learning
Neural Networks
Context Modeling
Text in the Wild
File:
Download WenyiHuang-Dissertation.pdf
Committee Members:
C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Zhenhui Li, Committee Member
Anna Cinzia Squicciarini, Committee Member
Daniel Kifer, Outside Member

4. Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform

open_access
Open Access
Author:
Krishna, Vinayaka N
Title:
Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform
Graduate Program:
Computer Science
Keywords:
Convolutional Neural Network
DenseNets
ResNet
Deep Learning
Visual Assistance System
Mobile Deep Learning
File:
Download VinayakaKrishna-DissertationFinal4.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Sampson, Committee Member
Bhuvan Urgaonkar, Committee Member

6. Prediction and Estimation of Human Motion using Generative-Adversarial Network

open_access
Open Access
Author:
Subbakrishna Adishesha, Amogh
Title:
Prediction and Estimation of Human Motion using Generative-Adversarial Network
Graduate Program:
Electrical Engineering
Keywords:
GANs
LSTM
Motion Prediction
Deep Learning
Neural Networks
AI
Prediction Error
File:
Download PS-Thesis-AmoghFinal.pdf
Committee Members:
Robert Collins, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Mehdi Kiani, Committee Member

7. On a Computation Model for Human and Machine Symmetry Perception

open_access
Open Access
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

8. Tailored Algorithms for Synthetic Aperture Image Formation and Analysis

open_access
Open Access
Author:
Mckay, John David
Title:
Tailored Algorithms for Synthetic Aperture Image Formation and Analysis
Graduate Program:
Electrical Engineering
Keywords:
Synthetic Aperture Sonar
Synthetic Aperture Radar
Deep Learning
Transfer Learning
automatic target recognition
File:
Download JohnMcKay-Dissertation.pdf
Committee Members:
Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Jeffrey Louis Schiano, Committee Member
Necdet S Aybat, Outside Member

9. Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods

open_access
Open Access
Author:
Fang, Kuai
Title:
Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods
Graduate Program:
Civil Engineering
Keywords:
Hydrology
Watershed Functioning
Water Storage
Soil Moisture
Machine Learning
Deep Learning
File:
Download Kuai_Thesis_Final.pdf
Committee Members:
Chaopeng Shen, Dissertation Advisor/Co-Advisor
Chaopeng Shen, Committee Chair/Co-Chair
Xiaofeng Liu, Committee Member
Klaus Keller, Committee Member
Daniel Kifer, Outside Member

10. CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

open_access
Open Access
Author:
Shin, Philip
Title:
CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA
Graduate Program:
Computer Science and Engineering
Keywords:
Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System
File:
Download Shin_Philip_Thesis.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

12. Early Season Crop Load Estimation and Yield Prediction in Apple Orchards

open_access
Open Access
Author:
Jarvinen, Thomas Dunn
Title:
Early Season Crop Load Estimation and Yield Prediction in Apple Orchards
Graduate Program:
Agricultural and Biological Engineering
Keywords:
Precision Agriculture
Computer Vision
Yield Prediction
Yield Mapping
Deep Learning
Multiple Object Tracking
File:
Download ThomasJarvinenThesis.pdf
Committee Members:
Daeun Choi, Thesis Advisor/Co-Advisor
Paul Heinz Heinemann, Committee Member
Tara Auxt Baugher, Committee Member
James Rawlinson Schupp, Committee Member

13. Scene Text Understanding in Natural Images With Convolutional Neural Networks

open_access
Open Access
Author:
He, Dafang
Title:
Scene Text Understanding in Natural Images With Convolutional Neural Networks
Graduate Program:
Information Sciences and Technology
Keywords:
Deep Learning
Convolutional Neural Networks
Scene Text
Detection
File:
Download DafangHe_Dissertation.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member

15. Robust Text Spotting in Natural Images with Deep Neural Networks

open_access
Open Access
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

16. Informed Learning for Image Restoration and Understanding

open_access
Open Access
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

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

open_access
Open Access
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

18. Domain Enriched Learning for Brain Image Analysis

open_access
Open Access
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

19. Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory

open_access
Open Access
Author:
Fu, Yiwei
Title:
Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory
Graduate Program:
Mechanical Engineering
Keywords:
Artificial Intelligence
Deep Learning
Robotics
Representation Learning
Autonomous Systems
Time Series
File:
Download YiweiFu-Dissertation.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Bo Cheng, Committee Member
Minghui Zhu, Outside Member
Shashi Phoha, Outside Member
Thomas Wettergren, Special Member
Daniel Connell Haworth, Program Head/Chair

20. ATOMISTIC LEVEL INVESTIGATION OF DISSOLUTION, PRECIPITATION AND SURFACE DIFFUSION DYNAMICS AT THE AQUEOUS INTERFACES USING REAXFF AND APPLICATION OF DEEP LEARNING TO FORCE FIELD PARAMETERIZATION

open_access
Open Access
Author:
Sengul, Mert Yigit
Title:
ATOMISTIC LEVEL INVESTIGATION OF DISSOLUTION, PRECIPITATION AND SURFACE DIFFUSION DYNAMICS AT THE AQUEOUS INTERFACES USING REAXFF AND APPLICATION OF DEEP LEARNING TO FORCE FIELD PARAMETERIZATION
Graduate Program:
Materials Science and Engineering
Keywords:
Cold Sintering Process
ReaxFF
Aqueous Interfaces
Deep Learning
Machine Learning
Molecular Dynamics
Surface Diffusion
Langmuir Model
File:
Download Sengul_MY_Dissertation_MatSE.pdf
Committee Members:
Clive A Randall, Dissertation Advisor/Co-Advisor
Clive A. Randall, Committee Chair/Co-Chair
Adrianus C Van Duin, Committee Chair/Co-Chair
Ismaila Dabo, Committee Member
Enrique Daniel Gomez, Outside Member
Adrianus C Van Duin, Dissertation Advisor/Co-Advisor
John C Mauro, Program Head/Chair