eHT Explore

1. ASSOCIATION CONTROL IN VEHICULAR WIRELESS NETWORKS

Open Access

Author:: Barreto, Alejandro César
Title:: ASSOCIATION CONTROL IN VEHICULAR WIRELESS NETWORKS
Area of Honors:: Computer Engineering
Keywords:: cross-layer interaction
vehicular ad-hoc networks
wireless networking
File:: Download shc-thesis.pdf
Thesis Supervisors:: Guohong Cao, Thesis Supervisor
Guohong Cao, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

2. Area Computation Utilizing The Quantum Curvelet Transform

Open Access

Author:: Petersen, Evan Scot
Title:: Area Computation Utilizing The Quantum Curvelet Transform
Area of Honors:: Computer Engineering
Keywords:: Quantum Computing
Curvelet Transform
Area Finding
File:: Download Evan_Petersen_-_Honors_Thesis.pdf
Thesis Supervisors:: Sean Hallgren, Thesis Supervisor
Sean Hallgren, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

3. Detection And Tracking Of multiple Targets In Crowded Scenes

Open Access

Author:: Degol, Joseph Michael
Title:: Detection And Tracking Of multiple Targets In Crowded Scenes
Area of Honors:: Computer Engineering
Keywords:: Mean Shift Belief Propagation
Tracking
Detection
Feature Points
Computer Vision
Computer Science
Artificial Intelligence
File:: Download DeGol_Joseph_MultiTargetTracking.pdf
Thesis Supervisors:: Dr. Robert Collins, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

4. Investigating Application Latency in Distributed Low Power Low Reliability Data Centers

Open Access

Author:: Wecht, Saul Laurence
Title:: Investigating Application Latency in Distributed Low Power Low Reliability Data Centers
Area of Honors:: Computer Engineering
Keywords:: datacenter
power
latency
geodistribution
application
File:: Download Wecht_ThesisFinal.pdf
Thesis Supervisors:: Bhuvan Urgaonkar, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

5. Attention Training App for iOS

Open Access

Author:: Dick, Robert Gerald
Title:: Attention Training App for iOS
Area of Honors:: Computer Engineering
Keywords:: application
app
mobile
iOS
Apple
iPad
MCI
Mild Cognitive Impairment
attention
memory
n-back
File:: Download Dick_Robert_AttentionTrainingApp.pdf
Thesis Supervisors:: Dr. John Joseph Hannan, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

6. improving object recognition performance through semantic context extraction

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

7. Optimization and Hardware Acceleration of Consensus-based Matching and Tracking

Open Access

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

8. Individualized Customization for Next Generation Virtual Learning Environments

Open Access

Author:: Dickens, Bryan R
Title:: Individualized Customization for Next Generation Virtual Learning Environments
Area of Honors:: Computer Engineering
Keywords:: Virtual Reality
Education Technology
Sentiment Analysis
Data-Mining
Oculus Rift
Immersive Learning
File:: Download Dickens_Bryan_individualizedcustomizationfornextgenerationvirtuallearningenvironments.pdf
Thesis Supervisors:: Conrad S Tucker, Thesis Supervisor
Lee David Coraor, Thesis Honors Advisor

9. From Image To Words: Computer Vision And Machine Learning

Open Access

Author:: Rege, Alisha Mangesh
Title:: From Image To Words: Computer Vision And Machine Learning
Area of Honors:: Computer Engineering
Keywords:: Computer Vision
File:: Download AlishaThesis.pdf
Thesis Supervisors:: Dr. Robert Collins, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

10. Network Recovery after an Ambiguous Massive Failure

Open Access

Author:: Hayes, Seamus Brock
Title:: Network Recovery after an Ambiguous Massive Failure
Area of Honors:: Computer Engineering
Keywords:: network
engineering
recovery
computer
failure
File:: Download hayes_seamus_networkrecoveryafteranambiguousmassivefailure.pdf
Thesis Supervisors:: Thomas F. LaPorta, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

11. Extending Vulnerability Discovery with Fuzzing and Symbolic Execution to Realistic Applications

Open Access

Author:: Kilmer, Eric David
Title:: Extending Vulnerability Discovery with Fuzzing and Symbolic Execution to Realistic Applications
Area of Honors:: Computer Engineering
Keywords:: Symbolic Execution
Fuzzing
Vulnerability Analysis
Program Analysis
File:: Download eric_kilmer_honors_thesis.pdf
Thesis Supervisors:: Dr. Patrick D. McDaniel, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

12. Predicting Demographics of High-Resolution Geographies

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

13. AN ANALYSIS OF THE MIRAI BOTNET AND ITS IMPACT ON THE FUTURE OF EMBEDDED SYSTEMS

Open Access

Author:: Riegel, Meghan C
Title:: AN ANALYSIS OF THE MIRAI BOTNET AND ITS IMPACT ON THE FUTURE OF EMBEDDED SYSTEMS
Area of Honors:: Computer Engineering
Keywords:: mirai
botnets
malware
iot
internet of things
cybersecurity
computer security
File:: Download MeghanRiegel-HonorsThesis.pdf
Thesis Supervisors:: Dr. Patrick D. McDaniel, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

14. Hardware Accleration of Visual Object Search

Open Access

Author:: Okafor, Ikenna J
Title:: Hardware Accleration of Visual Object Search
Area of Honors:: Computer Engineering
Keywords:: Computer Vision
Sliding Window
Region Proposal
ROI
FPGA
Hardware Acceleration
File:: Download Okafor_Ikenna_Hardware_Acceleration_of_Visual_Object_Search.pdf
Thesis Supervisors:: Dr. Vijaykrishnan Narayanan, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor
Chitaranjan Das, Faculty Reader

15. ACCURACY IN IMAGE PROCESSING WITH CONVOLUTIONAL NEURAL NETWORKS ON TRUENORTH PROCESSOR

Open Access

Author:: Gupta, Shambhavi
Title:: ACCURACY IN IMAGE PROCESSING WITH CONVOLUTIONAL NEURAL NETWORKS ON TRUENORTH PROCESSOR
Area of Honors:: Computer Engineering
Keywords:: Convolutional Neural Network
Image Processing
Neuromorphic Computing
TrueNorth
File:: Download Thesis_SGupta_PSU_CMPEN_2017_b.pdf
Thesis Supervisors:: Chitaranjan Das, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

16. Designing Processing in Memory Architectures via Static Analysis of Real Programs

Open Access

Author:: Smith, Henry Francis
Title:: Designing Processing in Memory Architectures via Static Analysis of Real Programs
Area of Honors:: Computer Engineering
Keywords:: computer architecture
processing in memory
static analysis
File:: Download master-honors.pdf
Thesis Supervisors:: John Morgan Sampson, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

17. Indoor Localization for the Visually Impaired

Open Access

Author:: Kawchak, Thomas Michael
Title:: Indoor Localization for the Visually Impaired
Area of Honors:: Computer Engineering
Keywords:: SLAM
Indoor Localization
GIST
SURF
Computer Vision
Position Tracking
Drift
Navigation
File:: Download TomKawchak_Thesis_IndoorLocalization.pdf
Thesis Supervisors:: Dr. Vijaykrishnan Narayanan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

18. Performance Comparison of Three Datalog Engines

Open Access

Author:: Capooci, Corey Victor
Title:: Performance Comparison of Three Datalog Engines
Area of Honors:: Computer Engineering
Keywords:: performance analysis
Datalog
PA-Datalog
Souffle
Datalog Educational System
Datalog engines
File:: Download Capooci_Corey_DatalogEnginePerformance.pdf
Thesis Supervisors:: Gang Tan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

19. THE GLOVE PROJECT: ALLOWING THE VISUALLY IMPAIRED TO UNDERSTAND AND INTERACT WITH THEIR ENVIORNMENT

Open Access

Author:: De Matheu De Lima, David Jose
Title:: THE GLOVE PROJECT: ALLOWING THE VISUALLY IMPAIRED TO UNDERSTAND AND INTERACT WITH THEIR ENVIORNMENT
Area of Honors:: Computer Engineering
Keywords:: human computer interaction
computer engineering
feather
haptic feedback
glove
visual cortex on silicon
grocery assistance system
GAS
MDL
HoloLens
microcontroller
C#
C
flex sensor
gestures
PCB
File:: Download deMatheu_Thesis_Final.pdf
Thesis Supervisors:: Dr. Vijaykrishnan Narayanan, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

20. STUDY NON-LINEAR RELATION BETWEEN THE HIPPOCAMPUS AND THE BRAIN CORTEX

Open Access

Author:: Zhang, Shuqi
Title:: STUDY NON-LINEAR RELATION BETWEEN THE HIPPOCAMPUS AND THE BRAIN CORTEX
Area of Honors:: Computer Engineering
Keywords:: Kernel Methods
Adaptive Filter
Epilepsy
sliding window
fixed budget
File:: Download thesis_shuqi.pdf
Thesis Supervisors:: Mohamed Khaled Almekkawy, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

21. HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS

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

22. THE ACCURACY OF RHYTHM RECOGNITION WITH CONVOLUTIONAL NEURAL NETWORKS ON TRUENORTH PROCESSOR

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

23. COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS

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

24. Single Image Based Automatic Portrait Photography Relighting System

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

25. Coupled Oscillator based fast corner detection

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

26. BAYESIAN REASONING FOR AUTOMATIC SECURITY MEDIATION PLACEMENT

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

27. Sensor Aware Machine Learning for Edge Devices

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

28. Maritime Navigation and Contact Avoidance through Reinforcement Learning

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

29. Smart Home Surveillance System Through Edge Computing

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

30. Towards Applying Machine Learning Technique For Fault Localization

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

31. Using a UAV and Edge Computing to Identify and Throw Away Trash

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

32. Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units

Open Access

Author:: Mehra, Swasti
Title:: Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Operating Systems
Scalability
TensorFlow
File:: Download Swasti_Mehra_Thesis_Final_1.pdf
Thesis Supervisors:: Anand Sivasubramaniam, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

33. DESIGNING A NEW APPROACH TO PASSIVE CAVITATION IMAGING AND DETECTION

Open Access

Author:: Hill, Colin
Title:: DESIGNING A NEW APPROACH TO PASSIVE CAVITATION IMAGING AND DETECTION
Area of Honors:: Computer Engineering
Keywords:: MRGFUS
Ultrasound Imaging
PCI
Acoustic Cavitation
Beamforming
File:: Download Thesis_Format-converted.pdf
Thesis Supervisors:: Mohamed Khaled Almekkawy, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

34. Nonlinear Neuron Discriminant Functions for Alternate Deep Learning Training Algorithms

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

35. UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS

Open Access

Author:: Dutta, Shubhangam
Title:: UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS
Area of Honors:: Computer Engineering
Keywords:: Deep Learning
Neural Networks
Double Descent
Machine Learning
File:: Download SHC_thesis_Double_Descent.pdf
Thesis Supervisors:: Mehrdad Mahdavi, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

36. Hand gesture recognition using image processing techniques

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

37. Android Location Permissions and How They Affect the Privacy of Users

Open Access

Author:: Drozdovaite, Dovile
Title:: Android Location Permissions and How They Affect the Privacy of Users
Area of Honors:: Computer Engineering
Keywords:: Android
Location Permissions
Location Sensors
Privacy
Security
Android OS
Computer Engineering
Computer Science
File:: Download honors-thesis-final.pdf
Thesis Supervisors:: Trent Ray Jaeger, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

38. Ultrasound Temperature Estimation Using Generative Adversarial Networks

Open Access

Author:: Safri, Muayyad
Title:: Ultrasound Temperature Estimation Using Generative Adversarial Networks
Area of Honors:: Computer Engineering
Keywords:: High-intensity focused ultrasound
Ultrasound Temperature Estimation
Generative adversarial networks
Deep Learning
File:: Download Honors_Thesis_final.pdf
Thesis Supervisors:: Mohamed Khaled Almekkawy, Thesis Supervisor
Robert Collins, Thesis Honors Advisor

39. Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition

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

40. Road Traffic Crash Severity Prediction Using Multi-State Data

Open Access

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

41. Attention Based Human Action Recognition Model

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

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

Open Access

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

43. Continuous Sign Language Recognition Using Deep Learning Models

Open Access

Author:: Rahman, Rayhan
Title:: Continuous Sign Language Recognition Using Deep Learning Models
Area of Honors:: Computer Engineering
Keywords:: deep learning
DGS
sign language
continuous sign language recognition
LSTM
Encoder
Encoder-Decoder
RNN
CNN
WER
RWTH-PHOENIX
HMM
CTC Loss
Cross-Entropy Loss
Softmax Function
Loss Function
File:: Download Rahman_Thesis.pdf
Thesis Supervisors:: Mahanth Gowda, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

44. Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms

Open Access

Author:: Mitrik, Andre
Title:: Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Spiking Neural Networks
Backpropagation
Principal Component Analysis
Neural Networks
File:: Download Andre_Mitrik_Thesis.pdf
Thesis Supervisors:: Abhronil Sengupta, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

45. An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks

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

46. A Microscope Camera System for Producing High-Quality Insect Datasets

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

47. Extending Video Action Recognition in the Compressed Domain

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

48. Detecting and Tracking Insects in the InsectEye Device

Restricted (Penn State Only)

Author:: Raju, Anand
Title:: Detecting and Tracking Insects in the InsectEye Device
Area of Honors:: Computer Engineering
Keywords:: Tracking
Detection
Neural Networks
File:: Login to Download
Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
John Joseph Hannan, Faculty Reader

49. Collusion Detection in Auctions Using Machine Learning Algorithms

Restricted (Penn State Only)

Author:: Rathi, Muskan
Title:: Collusion Detection in Auctions Using Machine Learning Algorithms
Area of Honors:: Computer Engineering
Keywords:: Economics
Computational Economics
Collusion
Auction
Auction Equilibrium
Bayes Nash Equilibrium
Machine Learning
File:: Login to Download
Thesis Supervisors:: Nima Haghpanah, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

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