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: UAVDroneMachine LearningEdge ComputingDeep Learning File: Download ThesisHonorsGrantEden.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorJohn 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 LearningOperating SystemsScalabilityTensorFlow File: Download Swasti_Mehra_Thesis_Final_1.pdf Thesis Supervisors: Anand Sivasubramaniam, Thesis SupervisorChitaranjan 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: MRGFUSUltrasound ImagingPCIAcoustic CavitationBeamforming File: Download Thesis_Format-converted.pdf Thesis Supervisors: Mohamed Khaled Almekkawy, Thesis SupervisorJohn 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 learningneural networkposynomialgeometric programmingc++signomial File: Download StevenPetroneThesis.pdf Thesis Supervisors: Christopher H Griffin, Thesis SupervisorVijaykrishnan 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 LearningNeural NetworksDouble DescentMachine Learning File: Download SHC_thesis_Double_Descent.pdf Thesis Supervisors: Mehrdad Mahdavi, Thesis SupervisorJohn 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 ProcessingComputer VisionHand Gestures File: Download Shravan_thesis.pdf Thesis Supervisors: Mahanth Gowda, Thesis SupervisorVijaykrishnan 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: AndroidLocation PermissionsLocation SensorsPrivacySecurityAndroid OSComputer EngineeringComputer Science File: Download honors-thesis-final.pdf Thesis Supervisors: Trent Ray Jaeger, Thesis SupervisorJohn 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 ultrasoundUltrasound Temperature EstimationGenerative adversarial networksDeep Learning File: Download Honors_Thesis_final.pdf Thesis Supervisors: Mohamed Khaled Almekkawy, Thesis SupervisorRobert 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 learningmachine learningvideo recognitioncomputer vision File: Download Muralidhar_Shivran_Addressing_Overfitting_Issues_with_Deep_Learning_Model.pdf Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn 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 LearningCrash Severity PredictionDecision TreeNeural NetworkData Processing File: Download Thomas_England_Thesis_2021__1_.pdf Thesis Supervisors: Kamesh Madduri, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor