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Author:

Vu, Tiep

Title:

Signal classification under structured sparsity constraints

Graduate Program:

Electrical Engineering

Keywords:

Signal Classification
Sparsity Coding
Dictionary Learning
Image Classification
Optimization

File:

Download Thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Kenneth Jenkins, Committee Member
Robert Collins, Outside Member

Author:

Morgan, Jacob

Title:

Data Fusion for Additive Manufacturing Process Inspection

Graduate Program:

Electrical Engineering

Keywords:

data fusion
additive manufacturing
computer vision

File:

Download Morgan_Jacob_MS_Thesis.pdf

Committee Members:

Richard L. Tutwiler, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Edward William Reutzel, Committee Member

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

Author:

Durairaj, Deepit Abhishek

Title:

Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

Graduate Program:

Electrical Engineering

Keywords:

Spectral Unmixing
Machine Learning
Autoencoders
Unsupervised Learning
Photoacoustic Imaging

File:

Download Deepit_Durairaj_Thesis.pdf

Committee Members:

Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Sri-Rajasekhar Kothapalli, Program Head/Chair

Author:

Srinivasan, Visweshwar

Title:

AN ULTRA-LOW-COST PORTABLE PHOTOACOUSTIC SYSTEM

Graduate Program:

Electrical Engineering

Keywords:

medical
electronics
devices
ultrasound
photoacoustics
portable
cheap
ultra
ultraportable
cost effective

File:

Download Vish_MS_Thesis_Final.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Mehdi Kiani, Thesis Advisor/Co-Advisor
Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair