1. Visual Scan Path Feature Based Image Emotion Analysis Open Access Author: Costa, Michael Jerrick Title: Visual Scan Path Feature Based Image Emotion Analysis Area of Honors: Computer Science Keywords: imagesemotion analysisscan pathmachine learningcomputer vision File: Download Costa_Michael_visualscanpathfeaturesemotions_final.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorDr. John Joseph Hannan, Thesis Honors Advisor
2. Applied Defenses Against Adversarial Attacks Open Access Author: Payne, Collin Michael Title: Applied Defenses Against Adversarial Attacks Area of Honors: Security and Risk Analysis Keywords: machine learningartificial intelligenceadversarial attackssecurity and risk analysismachine learning securityadversarial machine learningmachine learning defensecomputer vision File: Download SHC_Thesis_-_Collin_Payne_-_Final_Version.pdf Thesis Supervisors: Edward J Glantz, Thesis SupervisorEdward J Glantz, Thesis Honors AdvisorAlison Ryan Murphy, Faculty Reader
3. 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
4. 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