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Author:

Rolotti, Sebastian Victor

Title:

A Visual Attention System and Natural Testbed Based on Modifications to the HMAX Model and LabelMe Database

Area of Honors:

Psychology

Keywords:

visual attention
computer vision
object recognition
robotics
computational model
image processing
object localization

File:

Download Rolotti_Sebastian_visualattentionsystem.pdf

Thesis Supervisors:

Bradley Paul Wyble, Thesis Supervisor
Dr. Richard Alan Carlson, Thesis Honors Advisor

Author:

Costa, Michael Jerrick

Title:

Visual Scan Path Feature Based Image Emotion Analysis

Area of Honors:

Computer Science

Keywords:

images
emotion analysis
scan path
machine learning
computer vision

File:

Download Costa_Michael_visualscanpathfeaturesemotions_final.pdf

Thesis Supervisors:

James Z Wang, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

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:

Dyszel, Nicholas Andrew

Title:

Correcting Errors in Texture-mapped Meshes Using Lattice Detection

Area of Honors:

Computer Science

Keywords:

computer vision
symmetry
urban scenes
computer graphics

File:

Download dyszel_nicholas_correctingerrorsintexturemappedmeshesusinglatticedetection.pdfDownload facade2_1view.mp4Download facade2_2view.mp4Download facade5_1view.mp4Download facade5_2view.mp4Download facade3_1view.mp4Download facade3_2view.mp4

Thesis Supervisors:

Yanxi Liu, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

Author:

Sattler, Benjamin Jacques

Title:

THREE-DIMENSIONAL MODEL RECONSTRUCTION FROM IMAGES USING POSITION TRACKING AND STRUCTURE FROM MOTION

Area of Honors:

Industrial Engineering

Keywords:

photogrammetry
image processing
computer vision
image reconstruction
Structure from Motion

File:

Download Sattler_Benjamin_3D_Model_Reconstruction_from_Images.pdf

Thesis Supervisors:

Saurabh Basu, Thesis Supervisor
Catherine Mary Harmonosky, Thesis Honors Advisor

Author:

Payne, Collin Michael

Title:

Applied Defenses Against Adversarial Attacks

Area of Honors:

Security and Risk Analysis

Keywords:

machine learning
artificial intelligence
adversarial attacks
security and risk analysis
machine learning security
adversarial machine learning
machine learning defense
computer vision

File:

Download SHC_Thesis_-_Collin_Payne_-_Final_Version.pdf

Thesis Supervisors:

Edward J Glantz, Thesis Supervisor
Edward J Glantz, Thesis Honors Advisor
Alison Ryan Murphy, Faculty Reader

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:

Farkas, Alyson

Title:

Utilizing Deep Learning and Computer Vision to Detect Defects in a 3D Printed Product in a Manufacturing Environment

Area of Honors:

Letters, Arts, and Sciences (Abington)

Keywords:

transfer learning
deep learning
3D printing
robot arm
manufacturing defects
blemish detection
MATLAB
neural network
quality assurance
robotics
engineering
computer vision
artificial intelligence

File:

Download Farkas_Alyson_Thesis_.pdf

Thesis Supervisors:

Robert Louis Avanzato, Thesis Supervisor
Dave Ruth, Thesis Honors Advisor

Author:

Anderson, Caroline

Title:

Collecting Data for Human Confusion When Following Simulated Robot’s Instructions

Area of Honors:

Computer Science

Keywords:

computer vision
human robot interaction
convolutional neural networks
computer science
unity
simulation
human computer interaction

File:

Download CarolineAndersonFinalThesis.pdf

Thesis Supervisors:

Alan Richard Wagner, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor