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Improving the segmentation of scanning probe microscope images using convolutional neural networks

Steff Farley, Jo E. A. Hodgkinson, Oliver Gordon, Joanna Turner, Andrea Soltoggio, Philip Moriarty, Eugénie Hunsicker

2020Machine Learning Science and Technology29 citationsDOIOpen Access PDF

Abstract

Improving the segmentation of scanning probe microscope images using convolutional neural networks, Farley, Steff, Hodgkinson, Jo E A, Gordon, Oliver M, Turner, Joanna, Soltoggio, Andrea, Moriarty, Philip J, Hunsicker, Eugenie

Topics & Concepts

Convolutional neural networkSegmentationArtificial intelligenceComputer scienceMicroscopePattern recognition (psychology)Computer visionOpticsPhysicsPhotonic Crystals and ApplicationsGold and Silver Nanoparticles Synthesis and ApplicationsMachine Learning in Materials Science
Improving the segmentation of scanning probe microscope images using convolutional neural networks | Litcius