eHT Explore

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Xu, Yao
Title:: A Microscope Camera System for Producing High-Quality Insect Datasets
Area of Honors:: Computer Engineering
Keywords:: focus stacking
insect datasets
digital microscope camera
File:: Login to Download
Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
Abhronil Sengupta, Faculty Reader

Restricted (Penn State Only)

Author:: Abrams, Samuel B
Title:: Extending Video Action Recognition in the Compressed Domain
Area of Honors:: Computer Engineering
Keywords:: Video Compression
Action Recognition
File:: Login to Download
Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
John Morgan Sampson, Faculty Reader

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