1. Data Augmentation Strategies For Cervical Histopathology Image Classification Open Access Author: Zhou, Qianying Title: Data Augmentation Strategies For Cervical Histopathology Image Classification Graduate Program: Information Sciences and Technology Keywords: Data augmentationDeep learningGenerative Adversarial NetworkCervical CancerHistopathology image File: Download master_thesis_Qianying.pdf Committee Members: Sharon Xiaolei Huang, Thesis Advisor/Co-AdvisorPeng Liu, Committee MemberZihan Zhou, Committee MemberMary Beth Rosson, Program Head/Chair
2. Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods Open Access Author: Gupta, Samarth Title: Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods Graduate Program: Information Sciences and Technology Keywords: Deep LearningMicrotomography File: Download thesis_samarth.pdf Committee Members: Sharon Xiaolei Huang, Thesis Advisor/Co-AdvisorMary Beth Rosson, Program Head/ChairSuhang Wang, Committee MemberFenglong Ma, Committee Member
3. Explainable image classification based on positive gradient distance Open Access Author: Yu, Li Title: Explainable image classification based on positive gradient distance Graduate Program: Information Sciences and Technology Keywords: Explainable image classificationPositive gradient distance File: Download Li_Yu_MS_Thesis_2021.pdf Committee Members: James Z Wang, Thesis Advisor/Co-AdvisorJia Li, Thesis Advisor/Co-AdvisorSharon Xiaolei Huang, Committee MemberMary Beth Rosson, Program Head/Chair
4. Contrastive Visual Learning from Spatiotemporal Information Restricted (Penn State Only) Author: Zhu, Lizhen Title: Contrastive Visual Learning from Spatiotemporal Information Graduate Program: Informatics (MS) Keywords: Contrastive learningcomputer visionperception File: Login to Download Committee Members: James Z Wang, Thesis Advisor/Co-AdvisorSharon Xiaolei Huang, Committee MemberMary Beth Rosson, Program Head/ChairBradley Paul Wyble, Thesis Advisor/Co-Advisor