Recent Advances in Multi- and Hyperspectral Image Analysis 由 Jakub Nalepa

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Data Augmentation for Brain-Tumor Segmentation: A Review 由 Jakub Nalepa, Jakub Nalepa, Michal Marcinkiewicz, Michal Kawulok

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First Gradually, Then Suddenly: Understanding the Impact of Image Compression on Object Detection Using Deep Learning 由 Tomasz Gandor, Jakub Nalepa

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Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results 由 Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa

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Deep Ensembles for Hyperspectral Image Data Classification and Unmixing 由 Jakub Nalepa, Michal Myller, Lukasz Tulczyjew, Michal Kawulok

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Dynamics of facial actions for assessing smile genuineness. 由 Michal Kawulok, Jakub Nalepa, Jolanta Kawulok, Bogdan Smolka

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Hyperspectral Band Selection Using Attention-Based Convolutional Neural Networks 由 Pablo Ribalta Lorenzo, Lukasz Tulczyjew, Michal Marcinkiewicz, Jakub Nalepa

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Early detection of Solanum lycopersicum diseases from temporally-aggregated hyperspectral measurements using machine learning 由 Michał Tomaszewski, Jakub Nalepa, Ewa Moliszewska, Bogdan Ruszczak, Krzysztof Smykała

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OXI: An online tool for visualization and annotation of satellite time series data 由 Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Christoph Haskamp, Jakub Nalepa

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Towards On-Board Hyperspectral Satellite Image Segmentation: Understanding Robustness of Deep Learning through Simulating Acquisition Conditions 由 Jakub Nalepa, Michal Myller, Marcin Cwiek, Lukasz Zak, Tomasz Lakota, Lukasz Tulczyjew, Michal Kawulok

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A Real-World Benchmark for Sentinel-2 Multi-Image Super-Resolution 由 Pawel Kowaleczko, Tomasz Tarasiewicz, Maciej Ziaja, Daniel Kostrzewa, Jakub Nalepa, Przemyslaw Rokita, Michal Kawulok

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Detecting Clouds in Multispectral Satellite Images Using Quantum-Kernel Support Vector Machines 由 Artur Miroszewski, Jakub Mielczarek, Grzegorz Czelusta, Filip Szczepanek, Bartosz Grabowski, Bertrand Le Saux, Jakub Nalepa

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Benchmarking Deep Learning for On-Board Space Applications 由 Maciej Ziaja, Piotr Bosowski, Michal Myller, Grzegorz Gajoch, Michal Gumiela, Jennifer Protich, Katherine Borda, Dhivya Jayaraman, Renata Dividino, Jakub Nalepa

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Risk factors for cardiovascular disease in patients with metabolic-associated fatty liver disease: a machine learning approach 由 Karolina Drożdż, Katarzyna Nabrdalik, Hanna Kwiendacz, Mirela Hendel, Anna Olejarz, Andrzej Tomasik, Wojciech Bartman, Jakub Nalepa, Janusz Gumprecht, Gregory Y. H. Lip

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Machine learning identification of risk factors for heart failure in patients with diabetes mellitus with metabolic dysfunction associated steatotic liver disease (MASLD): the Sile... 由 Katarzyna Nabrdalik, Hanna Kwiendacz, Krzysztof Irlik, Mirela Hendel, Karolina Drożdż, Agata M. Wijata, Jakub Nalepa, Oliwia Janota, Wiktoria Wójcik, Janusz Gumprecht, Gregory Y. H. Lip

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Hyperspectral Image Super-Resolution: Task-Based Evaluation 由 Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate

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Machine learning profiles of cardiovascular risk in patients with diabetes mellitus: the Silesia Diabetes-Heart Project 由 Hanna Kwiendacz, Agata M. Wijata, Jakub Nalepa, Julia Piaśnik, Justyna Kulpa, Mikołaj Herba, Sylwia Boczek, Kamil Kegler, Mirela Hendel, Krzysztof Irlik, Janusz Gumprecht, Gregory Y. H. Lip, Katarzyna Nabrdalik

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