Search Results for author: G. M. Dilshan Godaliyadda

Found 2 papers, 1 papers with code

SLADS-Net: Supervised Learning Approach for Dynamic Sampling using Deep Neural Networks

1 code implementation8 Mar 2018 Yan Zhang, G. M. Dilshan Godaliyadda, Nicola Ferrier, Emine B. Gulsoy, Charles A. Bouman, Charudatta Phatak

From these results we observe that deep neural network based training results in superior performance when the training and testing images are not similar.

Reduced Electron Exposure for Energy-Dispersive Spectroscopy using Dynamic Sampling

no code implementations27 Jun 2017 Yan Zhang, G. M. Dilshan Godaliyadda, Nicola Ferrier, Emine B. Gulsoy, Charles A. Bouman, Charudatta Phatak

Analytical electron microscopy and spectroscopy of biological specimens, polymers, and other beam sensitive materials has been a challenging area due to irradiation damage.

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