Mr. Marek Jakab Profile

Marek Jakab

at Slovak University of Technology

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Publications (4)

Proceedings Article | 31 January 2020 Paper

Multi-modal brain tumor segmentation utilizing convolutional neural networks

Marek Jakab, Marek Stevuliak, Wanda Benesova

Proceedings Volume 11433, 1143318 (2020) https://doi.org/10.1117/12.2557599

KEYWORDS: Convolutional neural networks, Tumors, Image segmentation, Brain, Tissues, Neuroimaging, Magnetic resonance imaging, Network architectures, Image processing, Medical imaging, Data modeling

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Proceedings Article | 15 March 2019 Paper

Marek Jakab, Wanda Benesova

Proceedings Volume 11041, 110412F (2019) https://doi.org/10.1117/12.2522920

KEYWORDS: Computer programming, Principal component analysis, Feature extraction, Image processing, Machine vision, Computer vision technology, Data processing, Neural networks, Image compression

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Proceedings Article | 15 March 2019 Paper

Computational models of shape saliency

Patrik Polatsek, Marek Jakab, Wanda Benesova, Matej Kužma

Proceedings Volume 11041, 110412B (2019) https://doi.org/10.1117/12.2522779

KEYWORDS: Visualization, Eye models, Visual process modeling, Shape analysis, Data modeling, Visual system, Autoregressive models, Motion models, 3D modeling, Image segmentation

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Proceedings Article | 8 February 2015 Paper

3D object recognition based on local descriptors

Marek Jakab, Wanda Benesova, Marek Racev

Proceedings Volume 9406, 94060L (2015) https://doi.org/10.1117/12.2083104

KEYWORDS: Object recognition, Sensors, Image segmentation, RGB color model, Image sensors, 3D image enhancement, 3D image processing, Visualization, Stars, Detection and tracking algorithms

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