Mary C. Scott

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Transmission Electron Microscopy

Data Generation

High Resolution

Region Segmentation

Top Venues

IEEE Signal Process. Mag.

Publications

Katherine Sytwu, Luis Rangel DaCosta, Mary C. Scott
Generalization Across Experimental Parameters in Machine Learning Analysis of High Resolution Transmission Electron Microscopy Datasets. CoRR (2023)
Luis Rangel DaCosta, Katherine Sytwu, Catherine K. Groschner, Mary C. Scott
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM). CoRR (2023)
Katherine Sytwu, Catherine K. Groschner, Mary C. Scott
Understanding the Influence of Receptive Field and Network Complexity in Neural-Network-Guided TEM Image Analysis. CoRR (2022)
Philipp M. Pelz, Ian Johnson, Colin Ophus, Peter Ercius, Mary C. Scott
Real-Time Interactive 4D-STEM Phase-Contrast Imaging From Electron Event Representation Data: Less computation with the right representation. IEEE Signal Process. Mag. 39 (1) (2022)
Catherine K. Groschner, Christina Choi, Mary C. Scott
Methodologies for Successful Segmentation of HRTEM Images via Neural Network. CoRR (2020)