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Author:

Seyed Mousavi, Hojjat

Title:

ENHANCED SIGNAL RECOVERY VIA SPARSITY INDUCING IMAGE PRIORS

Graduate Program:

Electrical Engineering

Keywords:

image proccessing
signal processing
super resolution
deep learning
sparse coding
sparssity
optimization
convex

File:

Download DissertationPhD.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Robert Collins, Committee Member
Constantino Manuel Lagoa, Committee Member
William Evan Higgins, Outside Member

Author:

Farhat, Farshid

Title:

Comprehensive Photographic Composition Assistance through Meaningful Exemplars

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

image aesthetics
deep learning
image retrieval
recommender system

File:

Download Farshid_PSU_Thesis.pdf

Committee Members:

James Wang, Committee Member & Major Field Represnt
Robert Collins, Committee Member & Major Field Represnt
Wang-Chien Lee, Member Added & Major Field Represnt
Jia Li, Committee Member & Related Areas Repres
Jesse Barlow, Chair & Major Field Represnt
Zihan Zhou, Member Added & Related Areas Represent
Chitaranjan Das, Program Head/Chair

Author:

Bharadwaj, Skanda

Title:

Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

Graduate Program:

Computer Science and Engineering

Keywords:

motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter

File:

Download Skanda_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

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