Benchmark tests of atom-locating CNN models with a consistent dataset
Source abstract
Abstract
Jingrui Wei, Ben Blaiszik, Dane Morgan, Paul Voyles; Benchmark tests of atom-locating CNN models with a consistent dataset, Microscopy and Microanalysis, V
Only a short abstract or summary was supplied by the source.
Source: openalex_inverted_index · Quality: short
Research context
OpenAlex topics: Machine Learning in Materials Science · Nuclear Physics and Applications · Mass Spectrometry Techniques and Applications
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References (3)
Show source-provided references
1. Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations10.1021/acsnano.7b07504 ↗
2. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation10.1109/TPAMI.2016.2644615 ↗
3. Deep Learning Based Atom Segmentation and Noise and Missing-Wedge Reduction for Electron Tomography10.1017/S143192761800301X ↗