Search Results for author: Emine B. Gulsoy

Found 3 papers, 2 papers with code

U-SLADS: Unsupervised Learning Approach for Dynamic Dendrite Sampling

1 code implementation6 Jul 2018 Yan Zhang, Xiang Huang, Nicola Ferrier, Emine B. Gulsoy, Charudatta Phatak

Novel data acquisition schemes have been an emerging need for scanning microscopy based imaging techniques to reduce the time in data acquisition and to minimize probing radiation in sample exposure.

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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