Dr. Mykhail Uss Profile

Dr. Mykhail Uss

at Kharkiv Aviation Institute

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Publications (3)

Proceedings Article | 20 September 2020 Presentation + Paper

Comparison of learning-based and maximum-likelihood estimators of image noise variance for real-life and synthetic anisotropic textures

Mykhail Uss, Benoit Vozel, Vladimir Lukin, Kacem Chehdi

Proceedings Volume 11533, 1153303 (2020) https://doi.org/10.1117/12.2573934

KEYWORDS: Image analysis, Model-based design, Motion models, Signal processing, Interference (communication), Sensors, Image processing, Error analysis, Remote sensing, Intelligence systems

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Proceedings Article | 7 October 2019 Paper

Blind noise parameters estimation for multichannel images using deep convolutional neural networks

M. Uss, B. Vozel, V. Lukin, K. Chehdi

Proceedings Volume 11155, 1115514 (2019) https://doi.org/10.1117/12.2533300

KEYWORDS: Signal to noise ratio, Interference (communication), RGB color model, Databases, Image analysis, Cameras, Remote sensing, Sensors, Error analysis, Convolutional neural networks

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Proceedings Article | 9 October 2018 Paper

Towards a blind restoration method of hyperspectral images

Mo Zhang, Benoit Vozel, Kacem Chehdi, Mykhail Uss, Sergey Abramov, Vladimir Lukin

Proceedings Volume 10789, 107890A (2018) https://doi.org/10.1117/12.2325456

KEYWORDS: Error analysis, Point spread functions, Hyperspectral imaging, Image processing, Image analysis, Image resolution, Spatial resolution, Image classification, Denoising, Data modeling

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