Mr. Shauli Shmilovich Profile

Shauli Shmilovich

at Ben-Gurion Univ of the Negev

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Publications (3)

SPIE Journal Paper | 3 June 2021

Deep neural network classification in the compressively sensed spectral image domain

Nadav Cohen, Shauli Shmilovich, Yaniv Oiknine, Adrian Stern

JEI, Vol. 30, Issue 04, 041406, (June 2021) https://doi.org/10.1117/12.10.1117/1.JEI.30.4.041406

KEYWORDS: Image compression, Image classification, Neural networks, Data acquisition, Resonators, Mirrors, Curium, Compressed sensing, Imaging systems, Databases

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Proceedings Article | 20 August 2020 Presentation

Deep learning for compressive hyperspectral sensing

Adrian Stern, Noam Katz, Nadav Cohen, Shauli Shmilovich, Daniel Gedalin, Yaniv Oiknine

Proceedings Volume 11504, 115040E (2020) https://doi.org/10.1117/12.2568596

KEYWORDS: Hyperspectral sensing, Imaging systems, Compressed sensing, Hyperspectral imaging, Data acquisition, Signal to noise ratio, Image restoration, Target detection

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Proceedings Article | 24 April 2020 Presentation + Paper

Do we miss targets when we capture hyperspectral images with compressive sensing?

Noam Katz, Nadav Cohen, Shauli Shmilovich, Yaniv Oiknine, Adrian Stern

Proceedings Volume 11394, 113940T (2020) https://doi.org/10.1117/12.2562432

KEYWORDS: Data acquisition, Neural networks, Hyperspectral imaging, Compressed sensing, Imaging systems, Image classification, Detection and tracking algorithms, Target detection

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