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 Graduate Program: Computer Science and Engineering (MS) Keywords: multi-label image classificationimage classificationcomputer visionmachine learninginsect taxonomyconvolutional neural networks File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee Member
2. Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision Open Access Author: Scott, Jesse Title: Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision Graduate Program: Computer Science and Engineering (PHD) Keywords: image-based stabilitydeep learningmachine learningCenter of MassBase of SupportCenter of Pressurestabilitybalancemotion capturefoot pressurevideohuman poseTaijibiomechanicsstability metricsfallscomputer vision File: Download CompositeResults-Subject1-Take3.mp4Download CompositeResults-Subject9-Take3.mp4Download CompositeResults-SingleView.mp4Download JesseScott-Dissertation-Final-12-12-22.pdf Committee Members: Yanxi Liu, Co-Chair & Dissertation AdvisorJohn Challis, Outside Unit & Field MemberRobert Collins, Co-Chair & Dissertation AdvisorGuohong Cao, Major Field MemberChitaranjan Das, Program Head/Chair
