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Author:

Smith, Brigid Louise

Title:

improving object recognition performance through semantic context extraction

Area of Honors:

Computer Engineering

Keywords:

computer vision
machine vision
vision
context extraction
image processing

File:

Download THESIS-shc.pdf

Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

Author:

Caccese, Ronald Joseph

Title:

Comparing Integrate And Fire Neuron Circuits Using TFET And CMOS Technologies

Area of Honors:

Electrical Engineering

Keywords:

CMOS
TFET
Neuromorphic Architecture

File:

Download Caccese_Thesis_Final1.pdf

Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
Jeffrey Scott Mayer, Thesis Honors Advisor

Author:

Montasser, Omar Tayeb

Title:

Predicting Demographics of High-Resolution Geographies

Area of Honors:

Computer Engineering

Keywords:

geotagged social media
geography-based demographics prediction
large-scale supervised learning

File:

Download SHC__Thesis.pdf

Thesis Supervisors:

Daniel Kifer, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor

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:

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:

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:

Warner, Andrew Colten

Title:

TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks

Area of Honors:

Computer Science

Keywords:

Machine Learning
Front End Development
TensorFLow
React
Networking

File:

Download Thesis.pdf

Thesis Supervisors:

Vishal Monga, Thesis Supervisor
Vijaykrishnan Narayanan, 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:

Shen, Tianyi

Title:

Attention Based Human Action Recognition Model

Area of Honors:

Computer Engineering

Keywords:

Action Recognition
Video Understanding
Graph Convolution
Spatial-Temporal Structure
Attention Mechanism
Transformer Model
Data Augmentation

File:

Download thesis_Tianyi.pdf

Thesis Supervisors:

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

Author:

Pham, Viet

Title:

An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks

Area of Honors:

Computer Engineering

Keywords:

Multi-label image classification
insect monitoring
convolutional neural networks
machine learning
computer vision
image classification

File:

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Thesis Supervisors:

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