Michal Myller

23 papers B 1C 3Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2024 C conf
Convolutional neural networks estimate root-zone soil moisture from hyperspectral images.
VCIP
Lukasz Tulczyjew, Bogdan Ruszczak, Michal Myller, Agata M. Wijata, Dominika Boguszewska-Mankowska, Jakub Nalepa
2024 — conf
Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images.
GECCO Companion
Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa
2024 J jnl
Standardized validation of vehicle routing algorithms.
Appl. Intell.
Tomasz Jastrzab, Michal Myller, Lukasz Tulczyjew, Miroslaw Blocho, Michal Kawulok, Adam Czornik, Jakub Nalepa
2022 C conf
Extracting High-Resolution Cultivated Land Maps from Sentinel-2 Image Series.
IGARSS
Tomasz Tarasiewicz, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Nicolas Longépé, Jakub Nalepa
2022 — conf
Particle Swarm Optimization Configures the Route Minimization Algorithm.
ICCS (1)
Tomasz Jastrzab, Michal Myller, Lukasz Tulczyjew, Miroslaw Blocho, Wojciech Ryczko, Michal Kawulok, Jakub Nalepa
2022 B conf
The Hyperview Challenge: Estimating Soil Parameters from Hyperspectral Images.
ICIP
Jakub Nalepa, Bertrand Le Saux, Nicolas Longépé, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Krzysztof Smykala, Michal Gumiela
2021 J jnl
Benchmarking Deep Learning for On-Board Space Applications.
Remote. Sens.
Maciej Ziaja, Piotr Bosowski, Michal Myller, Grzegorz Gajoch, Michal Gumiela, Jennifer Protich, Katherine Borda, Dhivya Jayaraman, Renata Dividino, Jakub Nalepa
2021 J jnl
Deep Ensembles for Hyperspectral Image Data Classification and Unmixing.
Remote. Sens.
Jakub Nalepa, Michal Myller, Lukasz Tulczyjew, Michal Kawulok
2021 J jnl
Towards On-Board Hyperspectral Satellite Image Segmentation: Understanding Robustness of Deep Learning through Simulating Acquisition Conditions.
Remote. Sens.
Jakub Nalepa, Michal Myller, Marcin Cwiek, Lukasz Zak, Tomasz Lakota, Lukasz Tulczyjew, Michal Kawulok
2020 C conf
Hyperspectral Image Classification Using Spectral-Spatial Convolutional Neural Networks.
IGARSS
Jakub Nalepa, Lukasz Tulczyjew, Michal Myller, Michal Kawulok
2020 — conf
Selecting Features from Time Series Using Attention-Based Recurrent Neural Networks.
S+SSPR
Michal Myller, Michal Kawulok, Jakub Nalepa
2020 J jnl
Towards resource-frugal deep convolutional neural networks for hyperspectral image segmentation.
Microprocess. Microsystems
Jakub Nalepa, Marek Antoniak, Michal Myller, Pablo Ribalta Lorenzo, Michal Marcinkiewicz
2020 J jnl
Training- and Test-Time Data Augmentation for Hyperspectral Image Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Jakub Nalepa, Michal Myller, Michal Kawulok
2020 J jnl
Transfer Learning for Segmenting Dimensionally Reduced Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Jakub Nalepa, Michal Myller, Michal Kawulok
2020 J jnl
Unsupervised Segmentation of Hyperspectral Images Using 3-D Convolutional Autoencoders.
IEEE Geosci. Remote. Sens. Lett.
Jakub Nalepa, Michal Myller, Yasuteru Imai, Ken-ichi Honda, Tomomi Takeda, Marek Antoniak
2019 J jnl
Hyperspectral Data Augmentation.
CoRR
Jakub Nalepa, Michal Myller, Michal Kawulok
2019 J jnl
Segmenting Hyperspectral Images Using Spectral-Spatial Convolutional Neural Networks With Training-Time Data Augmentation.
CoRR
Jakub Nalepa, Lukasz Tulczyjew, Michal Myller, Michal Kawulok
2019 J jnl
Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images.
CoRR
Jakub Nalepa, Michal Myller, Michal Kawulok
2019 J jnl
Unsupervised Segmentation of Hyperspectral Images Using 3D Convolutional Autoencoders.
CoRR
Jakub Nalepa, Michal Myller, Yasuteru Imai, Ken-ichi Honda, Tomomi Takeda, Marek Antoniak
2019 J jnl
Validating Hyperspectral Image Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Jakub Nalepa, Michal Myller, Michal Kawulok
2018 — conf
Genetic Selection of Training Sets for (Not Only) Artificial Neural Networks.
BDAS
Jakub Nalepa, Michal Myller, Szymon Piechaczek, Krzysztof Hrynczenko, Michal Kawulok
2018 — conf
Multi-scale Voting Classifiers for Breast-Cancer Histology Images.
INCoS
Jakub Nalepa, Szymon Piechaczek, Michal Myller, Krzysztof Hrynczenko
2018 J jnl
Validating Hyperspectral Image Segmentation.
CoRR
Jakub Nalepa, Michal Myller, Michal Kawulok