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Start Over Committee Member Robert Collins Committee Member William Evan Higgins Keyword deep learning

1. ENHANCED SIGNAL RECOVERY VIA SPARSITY INDUCING IMAGE PRIORS

open_access
Open Access
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

2. Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

open_access
Open Access
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