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488 Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-153
Novel Methods for Unique Spatial Imaging Applications — Contributed Papers
Section on Statistics in Imaging
Chair(s): Danni Tu, University of Pennsylvania
2:05 PM Faster Estimation for Constrained Gamma Mixture Models Using Closed-Form Estimators
Jiangmei Ruby Xiong, Vanderbilt University; Eliot McKinley, Vanderbilt University School of Medicine; Joseph T Roland, Vanderbilt University School of Medicine; Robert Coffey, Vanderbilt University School of Medicine; Martha Shrubsole, Vanderbilt University School of Medicine; Ken S Lau, Vanderbilt University School of Medicine; Simon N Vandekar, Vanderbilt University Medical Center
2:20 PM Multilayer Adjusted Cluster Point Process Model: Application to Microbial Biofilm Image Data Analysis
Suman Majumder, Harvard T.H. Chan School of Public Health; Brent Coull, Harvard University; Jessica L. Mark Welch, Marine Biological Laboratory; Patrick J. La Riviere, University of Chicago; Floyd E. Dewhirst, The Forsyth Institute; Jacqeline R. Starr, Brigham and Women's Hospital; Kyu Ha Lee, Harvard T.H. Chan School of Public Health
2:35 PM Functional Inverse Prediction with Elastic Shape Analysis
Katherine Goode, Sandia National Laboratories; James Derek Tucker, Sandia National Laboratories; Daniel Ries, Sandia National Labs
2:50 PM Generative Models for Accuracy Improvement in Small-Sample Computer Vision Tasks: A Solar Energy Application
Warren James Brettenny, Nelson Mandela University; Chantelle May Clohessy, Nelson Mandela University; Edward James Westraadt, Nelson Mandela University
3:05 PM A Constructive Method for the Construction of Mercedes-Benz Frames in R^M
Ghanshyam Bhatt, Tennessee State University
3:20 PM Geometric Framework for Statistical Analysis of Eye Tracking Heat Maps, with Application to a Tobacco Waterpipe Study
David Angeles, The Ohio State University; Sebastian Kurtek, The Ohio State University; Amy Ferketich, The Ohio State University; Elizabeth Klein, The Ohio State University; Marielle Brinkman, The Ohio State University
3:35 PM Synthetic Images for Federated Learning of Medical Images
Tsung-Hung Tsai, National Yang Ming Chiao Tung University, Taiwan; Henry Horng-Shing Lu, National Yang Ming Chiao Tung University, Taiwan