no code implementations • 12 Sep 2023 • Luis Rangel DaCosta, Katherine Sytwu, Catherine Groschner, Mary Scott
Machine learning techniques are attractive options for developing highly-accurate automated analysis tools for nanomaterials characterization, including high-resolution transmission electron microscopy (HRTEM).
1 code implementation • 8 Apr 2022 • Katherine Sytwu, Catherine Groschner, Mary C. Scott
We find that for low-resolution TEM images which rely on amplitude contrast to distinguish nanoparticles from background, the receptive field does not significantly influence segmentation performance.