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. Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Restricted (Penn State Only) Author: Gao, Allen Title: Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Area of Honors: Computer Science Keywords: machine learningmobile computationvideo streamingsuper resolution File: Login to Download Thesis Supervisors: Guohong Cao, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
3. A-ManPG for sparse PCA via penalized matrix approximation Restricted (Penn State Only) Author: Huang, Justin Title: A-ManPG for sparse PCA via penalized matrix approximation Area of Honors: Statistics Keywords: machine learningpcaunsupervised learningoptimizationsparse pca File: Login to Download Thesis Supervisors: Lingzhou Xue, Thesis SupervisorMatthew D Beckman, Thesis Honors Advisor