1. 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 classificationinsect monitoringconvolutional neural networksmachine learningcomputer visionimage classification File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
2. Compiler Support for Offloading off-the-shelf Applications to PIM Cores Restricted (Penn State Only) Author: Patel, Aditya Title: Compiler Support for Offloading off-the-shelf Applications to PIM Cores Area of Honors: Computer Science Keywords: LLVMPIMCompilerProcessing in memory File: Login to Download Thesis Supervisors: Anand Sivasubramaniam, Thesis SupervisorJohn Joseph Hannan, Thesis Honors AdvisorVijaykrishnan Narayanan, Faculty Reader
3. 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 stackinginsect datasetsdigital microscope camera File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorAbhronil Sengupta, Faculty Reader
4. 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 CompressionAction Recognition File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn Morgan Sampson, Faculty Reader
5. 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: TrackingDetectionNeural Networks File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorVijaykrishnan Narayanan, Thesis Honors AdvisorJohn Joseph Hannan, Faculty Reader
6. Haptic Feedback System for Percussive Elements in Music Restricted (Penn State Only) Author: Vatsal, Shivank Title: Haptic Feedback System for Percussive Elements in Music Area of Honors: Computer Science Keywords: MusicAudio ProcessingSource SeparationTransformersNonnegative Matrix FactorizationHapticsDecision TreesSpectrogramsOnset Detection File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor