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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

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:

Gardner, Kevin

Title:

Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space

Area of Honors:

Computer Engineering

Keywords:

ASL
ASLLVD
CNN
HRI
IMU
LSTM
Monocular RGB
RGB-D
RNN
American Sign Language
American Sign Language Large Video Dataset
Convolutional Neural Network
Human Robot Interaction
Inertial Measurement Unit
Long Short-Term Memory RNN
Recurrent Neural Network

File:

Download Thesis_Final_Draft.pdf

Thesis Supervisors:

Mahanth Gowda, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor