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Open Access

Author:: Protivash, Prottay
Title:: HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS
Area of Honors:: Computer Engineering
Keywords:: CNN
Machine Learning
Hybrid Network
Handcrafted Features
File:: Download Protivash_Prottay_HYBRID_CNN.pdf
Thesis Supervisors:: John Morgan Sampson, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

Open Access

Author:: Galante, Eric Andrew
Title:: THE ACCURACY OF RHYTHM RECOGNITION WITH CONVOLUTIONAL NEURAL NETWORKS ON TRUENORTH PROCESSOR
Area of Honors:: Computer Engineering
Keywords:: Convolutional Neural Networks
TrueNorth
Rhythm Recognition
File:: Download Thesis_EGalante_PSU_CMPEN_2018_b.pdf
Thesis Supervisors:: Dr. Vijaykrishnan Narayanan, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor
John Morgan Sampson, Faculty Reader

Open Access

Author:: Colom, Daniel A
Title:: COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Neural Network
Information Network
Representation Learning
Similarity Functions
File:: Download Daniel_Colom_Thesis.pdf
Thesis Supervisors:: Wang-Chien Lee, Thesis Supervisor
Dr. Jesse Louis Barlow, Thesis Honors Advisor

Open Access

Author:: Wang, Kun
Title:: Single Image Based Automatic Portrait Photography Relighting System
Area of Honors:: Computer Engineering
Keywords:: 3D face reconstruction
Face Relighting
Albedo Estimation
File:: Download thesis_final.pdf
Thesis Supervisors:: James Z Wang, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Open Access

Author:: Shin, Philip Wootaek
Title:: Coupled Oscillator based fast corner detection
Area of Honors:: Computer Engineering
Keywords:: coupled oscillators
corner detection
FAST corner detection
File:: Download Coupled_Oscillator_based_FAST_Corner_Detection-_Philip_Shin.pdf
Thesis Supervisors:: John Morgan Sampson, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

Open Access

Author:: Zhang, Zichao
Title:: BAYESIAN REASONING FOR AUTOMATIC SECURITY MEDIATION PLACEMENT
Area of Honors:: Computer Engineering
Keywords:: Error diagnosis
static program analysis
information flow
File:: Download Honor_Thesis.pdf
Thesis Supervisors:: Danfeng Zhang, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Open Access

Author:: Kim, Dong Hyun
Title:: Sensor Aware Machine Learning for Edge Devices
Area of Honors:: Computer Engineering
Keywords:: Convolutional Neural Networks
Unity 3D
Synthetic Data
MobileNet
File:: Download final_thesis.pdf
Thesis Supervisors:: Dr. Vijaykrishnan Narayanan, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor
Kyusun Choi, Faculty Reader

Open Access

Author:: Davis, Steven Lee
Title:: Maritime Navigation and Contact Avoidance through Reinforcement Learning
Area of Honors:: Computer Engineering
Keywords:: reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
navigation
q learning
autonomous
File:: Download Davis_Honors_Thesis_Final.pdf
Thesis Supervisors:: Dr. John Phillip Sustersic Jr., Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

Open Access

Author:: Wong, Joseph C
Title:: Smart Home Surveillance System Through Edge Computing
Area of Honors:: Computer Engineering
Keywords:: smart home
machine learning
deep learning
motion detection
facial recognition
security
edge computing
File:: Download thesis_joseph_wong.pdf
Thesis Supervisors:: Sencun Zhu, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

Open Access

Author:: Mao, Jianyu
Title:: Towards Applying Machine Learning Technique For Fault Localization
Area of Honors:: Computer Engineering
Keywords:: Fault Localization
Machine Learning
File:: Download JmThesis.pdf
Thesis Supervisors:: Danfeng Zhang, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

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