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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:

Snyder, Joshua Scott

Title:

Optimization and Hardware Acceleration of Consensus-based Matching and Tracking

Area of Honors:

Computer Engineering

Keywords:

hardware acceleration
object tracking
FPGA
CMT
hardware architecture
computer vision

File:

Download Snyder_Joshua_optimizationandaccelerationofcmt.pdf

Thesis Supervisors:

Dr. Vijaykrishnan Narayanan, Thesis Supervisor
Lee David Coraor, 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:

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