1. Neural Network Feature Extraction For Activity Recognition In Video Data Open Access Author: Casterline, Kyle A Title: Neural Network Feature Extraction For Activity Recognition In Video Data Area of Honors: Electrical Engineering Keywords: featuresPCAsparsityneuralnetworkvideoextractionspatio-temporalobjectrecognitionclassificationSVMneighborsVIRAT File: Download Casterline_thesis_draft_final.pdf Thesis Supervisors: Shashi Phoha, Thesis SupervisorJohn Douglas Mitchell, Thesis Honors Advisor
2. Machine Learning Techniques for Early Disease Detection in Potato Plants Open Access Author: Ryan, Philip John Title: Machine Learning Techniques for Early Disease Detection in Potato Plants Area of Honors: Electrical Engineering Keywords: machine learningunsupervised learningprincipal component analysisPCAoptics File: Download Philip_Ryan_Honors_Thesis.pdf Thesis Supervisors: Zhiwen Liu, Thesis SupervisorDr. Julio V. Urbina, Thesis Honors Advisor