Dr. Lukasz Gierz Profile

Dr. Lukasz Gierz

SPIE Involvement:

Author

Publications (22)

Proceedings Article | 12 October 2022 Paper

Paper

Detecting of plant protection spraying by excited luminescence

Marek Szychta, Tomasz Szulc, Łukasz Gierz, Krzysztof Przybył, Krzysztof Koszela

Proceedings Volume 12342, 123420I (2022) https://doi.org/10.1117/12.2645947

KEYWORDS: Luminescence, Spectroscopy, Chemical analysis, Visible radiation, Mechanical engineering, Life sciences, Image analysis, Ultraviolet radiation, Soil science, Sensors

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Proceedings Article | 12 October 2022 Paper

Paper

Application of artificial neural networks in recognizing carrier based on the color of raspberry powders obtained in the spray-drying process

Krzysztof Przybył, Jolanta Wawrzyniak, Katarzyna Samborska, Łukasz Gierz, Krzysztof Koszela, Marek Szychta

Proceedings Volume 12342, 123420V (2022) https://doi.org/10.1117/12.2645926

KEYWORDS: Artificial neural networks, Analytical research, Statistical analysis, RGB color model, Neurons, Neural networks, Artificial intelligence, Life sciences, Computing systems, Calibration

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Proceedings Article | 12 October 2022 Paper

Paper

Quality evaluation of dried carrot obtained in different drying conditions using deep convolutional neural networks

Krzysztof Koszela, Franciszek Adamski, Marek Szychta, Krzysztof Przybył, Łukasz Gierz

Proceedings Volume 12342, 123422X (2022) https://doi.org/10.1117/12.2645890

KEYWORDS: Artificial neural networks, Convection, RGB color model, Microwave radiation, Data modeling, Convolution, Statistical modeling, Binary data, Image classification, Image analysis

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Proceedings Article | 30 June 2021 Paper

Paper

Nutritional properties and quality assessment of breaded deep-frozen pollock fish cutlets using neural image analysis

A. Duda, C. Duda, M. Szychta, Ł. Gierz, K. Przybył, Krzysztof Koszela

Proceedings Volume 11878, 118781W (2021) https://doi.org/10.1117/12.2602018

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Proceedings Article | 30 June 2021 Paper

Paper

Neural networks in classification of dried vegetables

K. Koszela, K. Samborska, A. Duda, M. Szychta, Ł. Gierz, K. Przybył

Proceedings Volume 11878, 118781R (2021) https://doi.org/10.1117/12.2601948

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Proceedings Article | 30 June 2021 Paper

Paper

An MLP artificial neural network for detection of the degree of saccharification of Arabic gum used as a carrier agent of raspberry powders

K. Przybył, Ł. Masewicz, K. Koszela, A. Duda, M. Szychta, Ł. Gierz

Proceedings Volume 11878, 1187824 (2021) https://doi.org/10.1117/12.2602011

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Proceedings Article | 30 June 2021 Paper

Paper

Comparison of methods of obtaining visual data in the shape of obstacles in wastelands and forest areas for the purpose of automatic control of the stability of self-propelled machines

M. Szychta, S. Szymczyk, Ł. Gierz, K. Przybył, K. Koszela, A. Duda

Proceedings Volume 11878, 118781L (2021) https://doi.org/10.1117/12.2602016

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Proceedings Article | 14 August 2019 Paper

Paper

Computer image analysis in evaluating the quality of dried meat, case study: poultry meat

K. Koszela, J. Gawałek, P. Boniecki, S. Kujawa, W. Mueller, Ł. Gierz, K. Przybył, J. Przybył, M. Zaborowicz

Proceedings Volume 11179, 111790A (2019) https://doi.org/10.1117/12.2539778

KEYWORDS: Image processing, Microwave radiation, Image analysis, Neural networks, Humidity, Sensors, Image quality, Artificial neural networks, Life sciences, Optics manufacturing

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Proceedings Article | 14 August 2019 Paper

Paper

Identification of co-substrate composted with sewage sludge using convolutional neural networks

S. Kujawa, J. Mazurkiewicz, W. Mueller, Ł. Gierz, K. Przybył, D. Wojcieszak, M. Zaborowicz, K. Koszela, P. Boniecki

Proceedings Volume 11179, 1117939 (2019) https://doi.org/10.1117/12.2539800

KEYWORDS: Convolutional neural networks, Life sciences, Image analysis, Photography, Image resolution, RGB color model, Neurons, Library classification systems, Computer programming languages, Computer programming

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Proceedings Article | 14 August 2019 Paper

Paper

Application of neural modelling methods in the evaluation of the quality of pork half-carcasses

M. Zaborowicz, D. Lisiak, K. Koszela, P. Boniecki, S. Kujawa, W. Mueller, Ł. Gierz, K. Przybył, P. Ślósarz

Proceedings Volume 11179, 1117940 (2019) https://doi.org/10.1117/12.2539781

KEYWORDS: Modeling, Analytical research, Life sciences, Artificial neural networks, Image analysis, Neural networks, Prototyping, Laser scanners, 3D scanning, 3D image processing

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Proceedings Article | 14 August 2019 Paper

Paper

Mapping and visualization of complex relational structures in the graph form using the Neo4j graph database

W. Mueller, P. Idziaszek, Ł. Gierz, K. Przybył, D. Wojcieszak, Jakub Frankowski, K. Koszela, P. Boniecki, S. Kujawa

Proceedings Volume 11179, 1117924 (2019) https://doi.org/10.1117/12.2539707

KEYWORDS: Visualization, Databases, Data modeling, Visual process modeling, Signal processing, Life sciences, Human-machine interfaces, Associative arrays, Chemical elements, Information technology

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Proceedings Article | 14 August 2019 Paper

Paper

Neural classification of microscope digital pictures domestic pig oocytes

P. Boniecki, T. Kuzimska, S. Kujawa, W. Mueller, Ł. Gierz, K. Przybył, D. Wojcieszak, M. Zaborowicz, K. Koszela

Proceedings Volume 11179, 111791E (2019) https://doi.org/10.1117/12.2539704

KEYWORDS: Image processing, Photography, Image analysis, Visualization, Neural networks, Statistical analysis, Image classification, Error analysis, Microscopes, Digital recording

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Proceedings Article | 14 August 2019 Paper

Paper

The validation of the method of speed test of seeds moving in a tube of a pneumatic seed drill

Ł. Gierz, Ż. Staszak, D. Wojcieszak, K. Koszela

Proceedings Volume 11179, 111793O (2019) https://doi.org/10.1117/12.2539972

KEYWORDS: Testing and analysis, Image analysis, Cameras, Agriculture, Particles, Sensors, Aerodynamics, High speed cameras, Interfaces, Error analysis

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Proceedings Article | 14 August 2019 Paper

Paper

The method and a stand for measuring aerodynamic forces in every plane on the basis of an image analysis

Ł. Gierz

Proceedings Volume 11179, 111793F (2019) https://doi.org/10.1117/12.2539963

KEYWORDS: Aerodynamics, Photography, Image analysis, Cameras, Agriculture, Image processing, Liquids, Particles, Interfaces, Computer simulations

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Proceedings Article | 14 August 2019 Paper

Paper

The selection of a representative substance for image analysis assessment

Ł. Gierz, Ł. Semkło, K. Przybył, J. Przybył, J. Frankowski, K. Koszela, P. Boniecki, S. Kujawa, P. Idziaszek

Proceedings Volume 11179, 1117942 (2019) https://doi.org/10.1117/12.2539788

KEYWORDS: Ultraviolet radiation, Skin, Light sources and illumination, Image analysis, Halogens, Photography, Liquids, Chemical analysis, Image processing, Industrial chemicals

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Proceedings Article | 14 August 2019 Paper

Paper

Health properties and evaluation of quality of dried strawberry fruit produced using the convective drying method with neural image analysis

K. Przybył, A. Pilarska, A. Duda, D. Wojcieszak, J. Frankowski, K. Koszela, P. Boniecki, S. Kujawa, W. Mueller, Ł. Gierz

Proceedings Volume 11179, 111790C (2019) https://doi.org/10.1117/12.2539784

KEYWORDS: Convection, Image processing, Image analysis, Artificial neural networks, Raw materials, Neural networks, Digital imaging, Digital photography, RGB color model, Image quality

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Proceedings Article | 14 August 2019 Paper

Paper

Neural image analysis in determining the content of dry matter in corn cob

D. Wojcieszak, J. Przybył, M. Zaborowicz, K. Koszela, P. Boniecki, S. Kujawa, W. Mueller, Ł. Gierz, K. Przybył

Proceedings Volume 11179, 1117941 (2019) https://doi.org/10.1117/12.2539783

KEYWORDS: Image analysis, Image processing, Artificial neural networks, Photography, Life sciences, Data modeling, Error analysis, Agriculture, Image acquisition, Digital cameras

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Proceedings Article | 9 August 2018 Paper

Paper

Unsupervised neural classification of six chosen apple pests using learned vector quantization agorithm

P. Boniecki, H. Piekarska-Boniecka, K. Przybył, Ł. Gierz, K. Koszela, M. Zaborowicz, D. Lisiak, P. Ślósarz, J. Przybył

Proceedings Volume 10806, 108066V (2018) https://doi.org/10.1117/12.2503105

KEYWORDS: Quantization, Neural networks, Neurons, Digital photography, Life sciences, Photography, Image analysis, Artificial neural networks, Image classification, Evolutionary algorithms

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Proceedings Article | 9 August 2018 Paper

Paper

Design of an effective platform for unmanned aerial vehicles to collect research material in the form of aerial photographs

K. Koszela, M. Łukomski, M. Zaborowicz, P. Boniecki, K. Przybył, L. Gierz

Proceedings Volume 10806, 1080662 (2018) https://doi.org/10.1117/12.2503104

KEYWORDS: Unmanned aerial vehicles, Electronic components, Manufacturing, Cameras, Image processing, Photography, Camera shutters, Image analysis, Global Positioning System, Design for manufacturability

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Proceedings Article | 9 August 2018 Paper

Paper

Recognition of color changes in strawberry juice powders using self-organizing feature map

K. Przybył, J. Gawałek, L. Gierz, M. Łukomski, M. Zaborowicz, P. Boniecki

Proceedings Volume 10806, 1080621 (2018) https://doi.org/10.1117/12.2503101

KEYWORDS: RGB color model, Image processing, Principal component analysis, Neural networks, Image analysis, Manufacturing, Chromium, Artificial neural networks, Neurons, Analytical research

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Proceedings Article | 9 August 2018 Paper

Paper

Validation of a photogrammetric method for evaluating seed potato cover by a chemical agent

Ł. Gierz, Sz. Gierz, K. Koszela, A. Fojud, P. Boniecki, J. Gawałek

Proceedings Volume 10806, 108064P (2018) https://doi.org/10.1117/12.2503063

KEYWORDS: Image processing, Image analysis, Photography, Image quality, Visualization, Potassium, Life sciences, Vegetation, Chemical analysis, RGB color model

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Proceedings Article | 9 August 2018 Paper

Paper

Methodology of data processing in the process of neural image analysis of pork half carcasses

M. Zaborowicz, A. Fojud, P. Boniecki, K. Przybył, L. Gierz, K. Koszela, P. Ślósarz, D. Lisiak, J. Przybył

Proceedings Volume 10806, 108064F (2018) https://doi.org/10.1117/12.2503017

KEYWORDS: Image analysis, Image processing, Data processing, Statistical analysis, Data modeling, Neural networks, Artificial neural networks, Statistical modeling, Life sciences, 3D modeling

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Showing 5 of 22 publications

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