Mr. Ayush Kumar Profile

Ayush Kumar

at Nanotronics

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Publications (2)

Proceedings Article | 20 August 2020 Presentation + Paper

DeepDenoise: a deep learning model for noise reduction in low SNR imaging conditions

Tonislav Ivanov, Ayush Kumar, Denis Sharoukhov, Francis Ortega, Matthew Putman

Proceedings Volume 11511, 1151107 (2020) https://doi.org/10.1117/12.2568986

KEYWORDS: Signal to noise ratio, Data modeling, Denoising, Performance modeling, Statistical modeling, Data acquisition, Microscopy

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Proceedings Article | 20 August 2020 Presentation + Paper

DeepFocus: a deep learning model for focusing microscope systems

Tonislav Ivanov, Ayush Kumar, Denis Sharoukhov, Francis Ortega, Matthew Putman

Proceedings Volume 11511, 1151103 (2020) https://doi.org/10.1117/12.2568990

KEYWORDS: Semiconducting wafers, Microscopes, Neural networks, Inspection, Wafer inspection, Systems modeling, Microscopy, Data modeling, Visual process modeling

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