Dr. Krystian Radlak Profile

Dr. Krystian Radlak

at Silesian Univ of Technology

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Publications (3)

Proceedings Article | 12 April 2021 Presentation + Paper

Defending against sparse adversarial attacks using impulsive noise reduction filters

Krystian Radlak, Michal Szczepankiewicz, Bogdan Smolka

Proceedings Volume 11736, 117360O (2021) https://doi.org/10.1117/12.2587999

KEYWORDS: Detection and tracking algorithms, Denoising, Network security, Image filtering, Image classification, Defense and security, Safety, Neural networks, Machine learning, Unmanned vehicles

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Proceedings Article | 14 May 2019 Presentation + Paper

Deep learning for impulsive noise removal in color digital images

Krystian Radlak, Lukasz Malinski, Bogdan Smolka

Proceedings Volume 10996, 1099608 (2019) https://doi.org/10.1117/12.2519483

KEYWORDS: Image filtering, Image processing, Denoising, Network architectures, Convolutional neural networks

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Proceedings Article | 14 February 2015 Paper

Escaping path approach for speckle noise reduction

Marek Szczepanski, Krystian Radlak

Proceedings Volume 9445, 94451N (2015) https://doi.org/10.1117/12.2180797

KEYWORDS: Ultrasonography, Speckle, Denoising, Digital filtering, Data modeling, Performance modeling, Cameras, Image filtering, Tissues, Interference (communication)

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