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Pawel Benecki
Pawel Benecki
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Deep learning for multiple-image super-resolution
M Kawulok, P Benecki, S Piechaczek, K Hrynczenko, D Kostrzewa, ...
IEEE Geoscience and Remote Sensing Letters 17 (6), 1062-1066, 2019
972019
Evaluating super-resolution reconstruction of satellite images
P Benecki, M Kawulok, D Kostrzewa, L Skonieczny
Acta Astronautica 153, 15-25, 2018
322018
Evaluating algorithms for anomaly detection in satellite telemetry data
J Nalepa, M Myller, J Andrzejewski, P Benecki, S Piechaczek, ...
Acta Astronautica 198, 689-701, 2022
182022
Federated learning for improved prediction of failures in autonomous guided vehicles
B Shubyn, D Kostrzewa, P Grzesik, P Benecki, T Maksymyuk, ...
Journal of Computational Science 68, 101956, 2023
172023
On training deep networks for satellite image super-resolution
M Kawulok, S Piechaczek, K Hrynczenko, P Benecki, D Kostrzewa, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
172019
Evolving imaging model for super-resolution reconstruction
M Kawulok, P Benecki, D Kostrzewa, L Skonieczny
Proceedings of the genetic and evolutionary computation conference companion …, 2018
142018
Detecting anomalies in spacecraft telemetry using evolutionary thresholding and LSTMs
P Benecki, S Piechaczek, D Kostrzewa, J Nalepa
Proceedings of the genetic and evolutionary computation conference companion …, 2021
122021
Deep learning for fast super-resolution reconstruction from multiple images
M Kawulok, P Benecki, K Hrynczenko, D Kostrzewa, S Piechaczek, ...
Real-Time Image Processing and Deep Learning 2019 10996, 44-51, 2019
102019
Forecasting of energy consumption for anomaly detection in Automated Guided Vehicles: Models and feature selection
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
92022
Federated learning for anomaly detection in industrial IoT-enabled production environment supported by autonomous guided vehicles
B Shubyn, D Mrozek, T Maksymyuk, V Sunderam, D Kostrzewa, P Grzesik, ...
International Conference on Computational Science, 409-421, 2022
82022
Towards evolutionary super-resolution
M Kawulok, P Benecki, D Kostrzewa, L Skonieczny
International Conference on the Applications of Evolutionary Computation …, 2018
62018
On-edge aggregation strategies over industrial data produced by Autonomous Guided Vehicles
P Grzesik, P Benecki, D Kostrzewa, B Shubyn, D Mrozek
International Conference on Computational Science, 458-471, 2022
52022
B4MultiSR: a benchmark for multiple-image super-resolution reconstruction
D Kostrzewa, Ł Skonieczny, P Benecki, M Kawulok
International Conference: Beyond Databases, Architectures and Structures …, 2018
52018
Towards robust evaluation of super-resolution satellite image reconstruction
M Kawulok, P Benecki, J Nalepa, D Kostrzewa, Ł Skonieczny
Asian Conference on Intelligent Information and Database Systems, 476-486, 2018
52018
Optimizing Super-resolution Reconstruction using a Genetic Algorithm.
M Kawulok, D Kostrzewa, P Benecki, L Skonieczny
ICAART (2), 599-605, 2018
22018
Optimizing Telemetry Signal Influence for Power Consumption Prediction
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
12023
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment
B Shubyn, P Grzesik, T Maksymyuk, D Kostrzewa, P Benecki, JH Syu, ...
International Conference on Computational Science, 492-504, 2023
12023
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, JH Syu, JCW Lin, ...
2023 IEEE International Conference on Big Data (BigData), 5024-5030, 2023
2023
Perceptual Loss for Training Multi-Image Super-Resolution
P Benecki, D Kostrzewa, M Kawulok
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
A Sequential Approach for On-board Rock Detection from Lunar Images
P Bosowski, J Sadel, M Cwiek, T Strzalka, M Wiejak, P Benecki, ...
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
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