Prof. Jan Kybic Profile

Prof. Jan Kybic

at Czech Technical Univ in Prague

SPIE Involvement:

Author

Publications (27)

Proceedings Article | 6 June 2023 Presentation

Presentation

Analysis of ablation imprints accelerated by machine learning (Conference Presentation)

Vojtěch Vozda, Jaromír Chalupský, Jan Hering, Jan Kybic, Tomáš Burian, Katerina Frantálová, Věra Hájková, Šimon Jelínek, Libor Juha, Barbara Keitel, Zuzana Kuglerová, Marion Kuhlmann, Bohdan Petryshak, Mabel Ruiz-Lopez, Ludek Vyšín, Thomas Wodzinski, Elke Plönjes

Proceedings Volume 12578, 125780K (2023) https://doi.org/10.1117/12.2670421

KEYWORDS: Laser ablation, Machine learning, Image processing, Beam analyzers, Optical components, Image segmentation, Deep learning

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Proceedings Article | 4 April 2022 Poster + Paper

Poster + Paper

Learning to segment cell nuclei in phase-contrast microscopy from fluorescence images for drug discovery

Hana Mertanová, Jan Kybic, Jarmila Stanková, Petr Džubák, Marián Hajdúch

Proceedings Volume 12032, 120322L (2022) https://doi.org/10.1117/12.2607500

KEYWORDS: Image segmentation, Luminescence, Phase contrast, Microscopy, Drug discovery, Chemical compounds, Image processing, Image classification, Gallium nitride, Feature extraction

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Proceedings Article | 10 December 2021 Paper

Paper

Automatic evaluation of human oocyte developmental potential from microscopy images

Denis Baručić, Jan Kybic, Olga Teplá, Zinovij Topurko, Irena Kratochvílová

Proceedings Volume 12088, 120881A (2021) https://doi.org/10.1117/12.2604010

KEYWORDS: Image segmentation, Microscopy, Feature extraction, Binary data, Wavelet transforms, Image classification, Machine learning, Convolutional neural networks

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Proceedings Article | 10 December 2021 Paper

Paper

Differentiating between stable and progressive carotid atherosclerotic plaques from in-vivo ultrasound images using texture descriptors

Martin Kostelansky, Ana Manzano Rodriguez, Jan Kybic, Miroslav Hekrdla, Ondrej Dvorsky, Jiri Kozel, Patricie Baurova, David Pakizer, David Skoloudik

Proceedings Volume 12088, 120881L (2021) https://doi.org/10.1117/12.2605795

KEYWORDS: Image segmentation, Ultrasonography, Arteries, Image classification, Wavelets, Image processing, In vivo imaging, Library classification systems, Statistical analysis, Independent component analysis

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Proceedings Article | 14 May 2019 Presentation

Presentation

AbloCAM: a versatile optomechanical, semi-automated tool for an in situ characterization and optimization of focused XUV/x-ray laser beam (Conference Presentation)

Katerina Juránová, Tomáš Burian, Vera Hájková, Jan Hošek, Libor Juha, Jan Kybic, Šárka Nemcová, Bohdan Petryshak, Vojtech Vozda, Ludek Vyšín, Jaromír Chalupský

Proceedings Volume 11035, 1103506 (2019) https://doi.org/10.1117/12.2524883

KEYWORDS: X-ray characterization, X-ray lasers, X-rays, Free electron lasers, Extreme ultraviolet, Laser development, Laser ablation, Statistical analysis, Liquid crystal lasers, Light sources

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Proceedings Article | 2 March 2018 Presentation + Paper

Presentation + Paper

Detecting multiple myeloma via generalized multiple-instance learning

Jan Hering, Jan Kybic, Lukáš Lambert

Proceedings Volume 10574, 105740N (2018) https://doi.org/10.1117/12.2293112

KEYWORDS: Image classification, Computer aided diagnosis and therapy, Machine learning, Bone, Computed tomography, Radiology

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SPIE Journal Paper | 16 November 2017

Region growing using superpixels with learned shape prior

Jiří Borovec, Jan Kybic, Akihiro Sugimoto

JEI, Vol. 26, Issue 06, 061611, (November 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.6.061611

KEYWORDS: Image segmentation, Ovary, Binary data, Microscopy, Image processing, Optimization (mathematics), Data modeling, Biomedical optics, Image processing algorithms and systems, Visualization

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SPIE Journal Paper | 13 November 2017

Supervised and unsupervised segmentation using superpixels, model estimation, and graph cut

Jiří Borovec, Jan Švihlík, Jan Kybic, David Habart

JEI, Vol. 26, Issue 06, 061610, (November 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.6.061610

KEYWORDS: Image segmentation, RGB color model, Ovary, Tissues, Data modeling, Lung, Microscopy, Computed tomography, Image processing, Expectation maximization algorithms

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Proceedings Article | 29 April 2016 Paper

Paper

Texel-based image classification with orthogonal bases

Erik Carbajal-Degante, Rodrigo Nava, Jimena Olveres, Boris Escalante-Ramírez, Jan Kybic

Proceedings Volume 9896, 98961K (2016) https://doi.org/10.1117/12.2228694

KEYWORDS: Image classification, Image classification, Image analysis, Windows, Visualization, Signal processing, Computer science, Image retrieval, Databases, Error analysis, Matrices, Statistical analysis, Fourier transforms, Model-based design, Statistical modeling

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Proceedings Article | 29 March 2016 Paper

Paper

Comparison of volume estimation methods for pancreatic islet cells

Jiří Dvořák, Jan Švihlík, David Habart, Jan Kybic

Proceedings Volume 9788, 97881K (2016) https://doi.org/10.1117/12.2216783

KEYWORDS: Statistical analysis, Image analysis, Transplantation, Biological research, Image segmentation, Microscopy, Optical spheres, Error analysis, Digital imaging, Confocal microscopy, Binary data, Image quality

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Proceedings Article | 21 March 2016 Paper

Paper

Automated separation of merged Langerhans islets

Jan Švihlík, Jan Kybic, David Habart

Proceedings Volume 9784, 978438 (2016) https://doi.org/10.1117/12.2216798

KEYWORDS: Shape analysis, Transplantation, Chemical engineering, Image segmentation, Microscopy, RGB color model, Image processing algorithms and systems, Evolutionary algorithms, Binary data, Tissues

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Proceedings Article | 22 September 2015 Paper

Paper

Color normalization for robust evaluation of microscopy images

Jan Švihlík, Jan Kybic, David Habart

Proceedings Volume 9599, 95992F (2015) https://doi.org/10.1117/12.2188236

KEYWORDS: Image segmentation, RGB color model, Microscopy, Transplantation, Tissues, Algorithm development, Databases, Medical research, Chemistry, Failure analysis

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Proceedings Article | 21 March 2014 Paper

Paper

Neuromuscular fiber segmentation through particle filtering and discrete optimization

Thomas Dietenbeck, François Varray, Jan Kybic, Olivier Basset, Christian Cachard

Proceedings Volume 9034, 90340B (2014) https://doi.org/10.1117/12.2043257

KEYWORDS: Particles, Image segmentation, 3D image processing, 3D acquisition, Particle filters, Optical filters, Detection and tracking algorithms, Confocal microscopy, Electroluminescent displays, Optimization (mathematics)

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Proceedings Article | 21 March 2014 Paper

Paper

Classification of microscopy images of Langerhans islets

Jan Švihlík, Jan Kybic, David Habart, Zuzana Berková, Peter Girman, Jan Kříž, Klára Zacharovová

Proceedings Volume 9034, 90341S (2014) https://doi.org/10.1117/12.2043621

KEYWORDS: Image segmentation, RGB color model, Roentgenium, Microscopy, Image processing algorithms and systems, Error analysis, Transplantation, Image analysis, Tissues, Spherical lenses

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Proceedings Article | 21 March 2014 Paper

Paper

Registration of segmented histological images using thin plate splines and belief propagation

Jan Kybic

Proceedings Volume 9034, 90343E (2014) https://doi.org/10.1117/12.2042317

KEYWORDS: Image segmentation, Image registration, Kidney, Tissues, Optimization (mathematics), Binary data, Image processing algorithms and systems, Medical imaging, Image processing, Current controlled current source

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Proceedings Article | 14 February 2012 Paper

Paper

Robust elastic 2D/3D geometric graph matching

Eduard Serradell, Jan Kybic, Francesc Moreno-Noguer, Pascal Fua

Proceedings Volume 8314, 831408 (2012) https://doi.org/10.1117/12.910573

KEYWORDS: Image registration, Blood vessels, Angiography, Biomedical optics, Nerve, Computer programming, 3D image processing, Brain, Tissues, Process modeling

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Proceedings Article | 4 March 2009 Paper

Paper

The Lung TIME: annotated lung nodule dataset and nodule detection framework

Martin Dolejsi, Jan Kybic, Michal Polovincak, Stanislav Tuma

Proceedings Volume 7260, 72601U (2009) https://doi.org/10.1117/12.811645

KEYWORDS: Lung, Computed tomography, Databases, Lung cancer, Computer aided diagnosis and therapy, Sensors, Classification systems, Detection and tracking algorithms, Algorithm development, Lung imaging

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Proceedings Article | 11 March 2008 Paper

Paper

Three-dimensional segmentation of bones from CT and MRI using fast level sets

Jakub Kratky, Jan Kybic

Proceedings Volume 6914, 691447 (2008) https://doi.org/10.1117/12.770954

KEYWORDS: Image segmentation, 3D image processing, Magnetic resonance imaging, Computed tomography, Bone, 3D modeling, Image processing algorithms and systems, Neon, Biological research, Partial differential equations

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Proceedings Article | 31 March 2007 Paper

Paper

Automatic landmark detection for cervical image registration validation

Juan García-Arteaga, Jan Kybic

Proceedings Volume 6514, 65142S (2007) https://doi.org/10.1117/12.708893

KEYWORDS: Image registration, Tissues, Cervix, Computer aided diagnosis and therapy, Detection and tracking algorithms, Feature extraction, Cervical cancer, Image analysis, Visualization, Diagnostics

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Proceedings Article | 30 March 2007 Paper

Paper

Automatic two-step detection of pulmonary nodules

Martin Dolejší, Jan Kybic

Proceedings Volume 6514, 65143J (2007) https://doi.org/10.1117/12.709161

KEYWORDS: Lung, Sensors, Computed tomography, Image segmentation, Image filtering, Computer aided diagnosis and therapy, Solid modeling, Ferroelectric LCDs, Lung cancer, Electronic filtering

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Proceedings Article | 29 March 2007 Paper

Paper

Neural mass model parameter identification for MEG/EEG

Jan Kybic, Olivier Faugeras, Maureen Clerc, Théo Papadopoulo

Proceedings Volume 6511, 65110F (2007) https://doi.org/10.1117/12.709146

KEYWORDS: Data modeling, Magnetoencephalography, Sensors, Magnetic resonance imaging, Electroencephalography, Signal to noise ratio, Brain, Functional magnetic resonance imaging, Statistical modeling, Neurons

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Proceedings Article | 5 March 2007 Paper

Paper

Continuous criterion for parallel MRI reconstruction using B-spline approximation (PROBER)

Jan Petr, Jan Kybic

Proceedings Volume 6512, 651241 (2007) https://doi.org/10.1117/12.708150

KEYWORDS: Signal to noise ratio, Magnetic resonance imaging, Receivers, Reconstruction algorithms, Error analysis, In vivo imaging, Image quality, Computer programming, Image filtering, Computer simulations

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Proceedings Article | 2 March 2006 Paper

Paper

Fast parallel MRI reconstruction using B-spline approximation (PROBER)

Jan Petr, Jan Kybic, Václav Hlaváč, Sven Müller, Michael Bock

Proceedings Volume 6142, 61423P (2006) https://doi.org/10.1117/12.652133

KEYWORDS: Reconstruction algorithms, Image quality, Magnetic resonance imaging, Signal to noise ratio, Stereolithography, Receivers, Image resolution, Data acquisition, Image retrieval, Image processing

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Proceedings Article | 12 April 2005 Paper

Paper

Automatic localization of curvilinear object in 3D ultrasound images

Martin Barva, Jan Kybic, Jean-Martial Mari, Christian Cachard, Vaclav Hlavac

Proceedings Volume 5750, (2005) https://doi.org/10.1117/12.594763

KEYWORDS: Ultrasonography, Electrodes, 3D image processing, Tissues, Metals, 3D modeling, Image segmentation, Evolutionary algorithms, Mathematical modeling, Image processing

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Proceedings Article | 12 April 2005 Paper

Paper

Estimating elastic properties of tissues from standard 2D ultrasound images

Jan Kybic, Daniel Smutek

Proceedings Volume 5750, (2005) https://doi.org/10.1117/12.593409

KEYWORDS: Ultrasonography, Tissues, Image registration, Reconstruction algorithms, Finite element methods, Medical imaging, Elastography, Scanners, Image analysis, Analytical research

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Proceedings Article | 3 July 2001 Paper

Paper

Variational approach to tomographic reconstruction

Jan Kybic, Thierry Blu, Michael Unser

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.431108

KEYWORDS: Tomography, Radon transform, Reconstruction algorithms, Data modeling, Rutherfordium, Optical resolution, Chemical elements, Biomedical optics, Vector spaces, Image processing

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Proceedings Article | 26 October 1999 Paper

Paper

Multiresolution spline warping for EPI registration

Jan Kybic, Philippe Thevenaz, Michael Unser

Proceedings Volume 3813, (1999) https://doi.org/10.1117/12.366815

KEYWORDS: Image registration, Distortion, Algorithm development, Magnetic resonance imaging, Wavelets, Signal to noise ratio, Magnetism, Functional magnetic resonance imaging, Optimization (mathematics), Biomedical optics

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Showing 5 of 27 publications

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