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Impact of Sampling and Augmentation on Generalization Accuracy of Microscopy Image Segmentation Methods

Published

Author(s)

Michael P. Majurski, Petru S. Manescu, Joe Chalfoun, Peter Bajcsy, Mary C. Brady
Proceedings Title
Computer Vision for Microscopy Image Analysis (CVMI)
Conference Dates
June 18-22, 2018
Conference Location
Salt Lake City, UT

Keywords

image analysis, segmentation uncertainty, CNN

Citation

Majurski, M. , Manescu, P. , Chalfoun, J. , Bajcsy, P. and Brady, M. (2018), Impact of Sampling and Augmentation on Generalization Accuracy of Microscopy Image Segmentation Methods, Computer Vision for Microscopy Image Analysis (CVMI), Salt Lake City, UT, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=925809 (Accessed July 4, 2022)
Created June 22, 2018, Updated June 15, 2018