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Start Over Committee Member Robert Collins Keyword Deep Learning Access Level open_access

1. 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

2. 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

3. 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

4. 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

5. Deep Generative Models for Medical Images and Beyond

open_access
Open Access
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