1. APPLIED CROWDSOURCING: ZEBRAFISH PHENOTYPING AND BRUSHSTROKE EXTRACTION Open Access Author: Schleicher, John Cassidy Title: APPLIED CROWDSOURCING: ZEBRAFISH PHENOTYPING AND BRUSHSTROKE EXTRACTION Area of Honors: Computer Science Keywords: crowdsourcingphenotypephenotypinghuman-based computationimage analysisannotation File: Download Final_Draft_PDF.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJames Z Wang, Thesis SupervisorJohn Hanna, Thesis Honors Advisor
2. Robust Image Classification based on Pixel Importance Open Access Author: Chun, Chaewan Title: Robust Image Classification based on Pixel Importance Area of Honors: Computer Science Keywords: adversarial attackimage analysismachine learningCNNheatmap-based blurringrobustness File: Download Schreyer_Honors_Thesis_Chun.pdf Thesis Supervisors: Jia Li, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
