Mr. Yaron Heiser Profile

Yaron Heiser

at Ben-Gurion Univ. of the Negev

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Publications (2)

Proceedings Article | 19 September 2019 Paper

On the robustness of compressive sensing hyperspectral image reconstruction using convolutional neural network

Daniel Gedalin, Yaron Heiser, Yaniv Oiknine, Adrian Stern

Proceedings Volume 11169, 111690L (2019) https://doi.org/10.1117/12.2533113

KEYWORDS: Compressed sensing, Hyperspectral imaging, Reconstruction algorithms, Target detection, Convolutional neural networks, Neural networks

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Proceedings Article | 13 May 2019 Presentation + Paper

Compressive hyperspectral image reconstruction with deep neural networks

Yaron Heiser, Yaniv Oiknine, Adrian Stern

Proceedings Volume 10989, 109890M (2019) https://doi.org/10.1117/12.2522122

KEYWORDS: Reconstruction algorithms, Neural networks, Signal processing, Compressed sensing, Image restoration, Image compression, Hyperspectral imaging, Image processing, Imaging systems, Imaging spectroscopy

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