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Author:

Eden, Grant

Title:

Using a UAV and Edge Computing to Identify and Throw Away Trash

Area of Honors:

Computer Engineering

Keywords:

UAV
Drone
Machine Learning
Edge Computing
Deep Learning

File:

Download ThesisHonorsGrantEden.pdf

Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Mehra, Swasti

Title:

Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units

Area of Honors:

Computer Engineering

Keywords:

Machine Learning
Operating Systems
Scalability
TensorFlow

File:

Download Swasti_Mehra_Thesis_Final_1.pdf

Thesis Supervisors:

Anand Sivasubramaniam, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

Author:

Hill, Colin

Title:

DESIGNING A NEW APPROACH TO PASSIVE CAVITATION IMAGING AND DETECTION

Area of Honors:

Computer Engineering

Keywords:

MRGFUS
Ultrasound Imaging
PCI
Acoustic Cavitation
Beamforming

File:

Download Thesis_Format-converted.pdf

Thesis Supervisors:

Mohamed Khaled Almekkawy, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Petrone, Steven

Title:

Nonlinear Neuron Discriminant Functions for Alternate Deep Learning Training Algorithms

Area of Honors:

Computer Engineering

Keywords:

deep learning
neural network
posynomial
geometric programming
c++
signomial

File:

Download StevenPetroneThesis.pdf

Thesis Supervisors:

Christopher H Griffin, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor

Author:

Dutta, Shubhangam

Title:

UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS

Area of Honors:

Computer Engineering

Keywords:

Deep Learning
Neural Networks
Double Descent
Machine Learning

File:

Download SHC_thesis_Double_Descent.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Balamurugan, Shravan

Title:

Hand gesture recognition using image processing techniques

Area of Honors:

Computer Engineering

Keywords:

Image Processing
Computer Vision
Hand Gestures

File:

Download Shravan_thesis.pdf

Thesis Supervisors:

Mahanth Gowda, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor

Author:

Drozdovaite, Dovile

Title:

Android Location Permissions and How They Affect the Privacy of Users

Area of Honors:

Computer Engineering

Keywords:

Android
Location Permissions
Location Sensors
Privacy
Security
Android OS
Computer Engineering
Computer Science

File:

Download honors-thesis-final.pdf

Thesis Supervisors:

Trent Ray Jaeger, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Safri, Muayyad

Title:

Ultrasound Temperature Estimation Using Generative Adversarial Networks

Area of Honors:

Computer Engineering

Keywords:

High-intensity focused ultrasound
Ultrasound Temperature Estimation
Generative adversarial networks
Deep Learning

File:

Download Honors_Thesis_final.pdf

Thesis Supervisors:

Mohamed Khaled Almekkawy, Thesis Supervisor
Robert Collins, Thesis Honors Advisor

Author:

Muralidhar, Shivran

Title:

Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition

Area of Honors:

Computer Engineering

Keywords:

deep learning
machine learning
video recognition
computer vision

File:

Download Muralidhar_Shivran_Addressing_Overfitting_Issues_with_Deep_Learning_Model.pdf

Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
John Morgan Sampson, Faculty Reader

Author:

England, Thomas M

Title:

Road Traffic Crash Severity Prediction Using Multi-State Data

Area of Honors:

Computer Engineering

Keywords:

Machine Learning
Crash Severity Prediction
Decision Tree
Neural Network
Data Processing

File:

Download Thomas_England_Thesis_2021__1_.pdf

Thesis Supervisors:

Kamesh Madduri, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor