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Author:

Kashyap, Somesh

Title:

A COMPUTATIONAL FRAMEWORK FOR DISCRIMINATIVE ANALYSIS OF HIGH DIMENSIONAL BIOMEDICAL IMAGE DATA

Graduate Program:

Electrical Engineering

Keywords:

Expression
Machine learning
Plant
3D Face
Age
Brain
Asymmetry
Gender
Computer-Aided Diagnosis
Alzheimer
Pipeline

File:

Download MS_Thesis.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Thesis Advisor/Co-Advisor
David Miller, Thesis Advisor/Co-Advisor

Author:

Lee, Seungkyu

Title:

Symmetry Group Extraction from Multidimensional Real Data

Graduate Program:

Computer Science and Engineering

Keywords:

gait
shape matching
reflection
rotation
symmetry group
symmetry
human body motion analysis

File:

Download SeungkyuLee-Dissertation_final7.pdf

Committee Members:

Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Karl Maxim Newell, Committee Member
Stephen Jacob Piazza, Committee Member
Raj Acharya, Committee Member

Author:

Butt, Asad Anwar

Title:

Multi-target Tracking Using Higher-order Motion Models

Graduate Program:

Computer Science and Engineering

Keywords:

multi-target tracking
graphical models
higher-order models
motion models
min-cost network flow

File:

Download Asad-Dissertation.pdf

Committee Members:

Robert Collins, Committee Chair/Co-Chair
Yanxi Liu, Committee Member
Jesse Louis Barlow, Committee Member
Necdet S Aybat, Committee Member

Author:

Wang, Tianhe

Title:

3D Human pose estimation on Taiji sequence

Graduate Program:

Electrical Engineering

Keywords:

Pose estimation
Neural Networks
Motion Capture
Regression

File:

Download Thesis_TianheWang.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member

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

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

Author:

Chai, Peilin

Title:

A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Recurring Pattern Discovery
Contrastive Learning

File:

Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Asthana, Yashasvi

Title:

Self-Supervised Recurring Pattern Discovery From A Single View

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation

File:

Download Final_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

Author:

Zhang, Hong

Title:

Feature Clustering For Recurring Pattern Detection

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
hierarchical clustering method
vanishing point detection
deep feature clustering

File:

Download FinalThesis_HongZhang.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Scott, Jesse

Title:

Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

image-based stability
deep learning
machine learning
Center of Mass
Base of Support
Center of Pressure
stability
balance
motion capture
foot pressure
video
human pose
Taiji
biomechanics
stability metrics
falls
computer vision

File:

Download CompositeResults-Subject1-Take3.mp4Download CompositeResults-Subject9-Take3.mp4Download CompositeResults-SingleView.mp4Download JesseScott-Dissertation-Final-12-12-22.pdf

Committee Members:

Yanxi Liu, Co-Chair & Dissertation Advisor
John Challis, Outside Unit & Field Member
Robert Collins, Co-Chair & Dissertation Advisor
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair