| Hyperspectral band selection using attention-based convolutional neural networks PR Lorenzo, L Tulczyjew, M Marcinkiewicz, J Nalepa IEEE Access 8, 42384-42403, 2020 | 96* | 2020 |
| Towards on-board hyperspectral satellite image segmentation: Understanding robustness of deep learning through simulating acquisition conditions J Nalepa, M Myller, M Cwiek, L Zak, T Lakota, L Tulczyjew, M Kawulok Remote sensing 13 (8), 1532, 2021 | 41 | 2021 |
| Unsupervised feature learning using recurrent neural nets for segmenting hyperspectral images L Tulczyjew, M Kawulok, J Nalepa IEEE Geoscience and Remote Sensing Letters 18 (12), 2142-2146, 2020 | 27 | 2020 |
| A multibranch convolutional neural network for hyperspectral unmixing L Tulczyjew, M Kawulok, N Longépé, B Le Saux, J Nalepa IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 13 | 2022 |
| Graph neural networks extract high-resolution cultivated land maps from Sentinel-2 image series L Tulczyjew, M Kawulok, N Longépé, B Le Saux, J Nalepa IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 13 | 2022 |
| The hyperview challenge: Estimating soil parameters from hyperspectral images J Nalepa, B Le Saux, N Longépé, L Tulczyjew, M Myller, M Kawulok, ... 2022 IEEE International Conference on Image Processing (ICIP), 4268-4272, 2022 | 12 | 2022 |
| Deep ensembles for hyperspectral image data classification and unmixing J Nalepa, M Myller, L Tulczyjew, M Kawulok Remote Sensing 13 (20), 4133, 2021 | 12 | 2021 |
| Hyperspectral image classification using spectral-spatial convolutional neural networks J Nalepa, L Tulczyjew, M Myller, M Kawulok IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 6* | 2020 |
| Predicting risk of satellite collisions using machine learning L Tulczyjew, M Myller, M Kawulok, D Kostrzewa, J Nalepa Journal of Space Safety Engineering 8 (4), 339-344, 2021 | 4 | 2021 |
| Investigating the impact of the training set size on deep learning-powered hyperspectral unmixing L Tulczyjew, J Nalepa 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2024 …, 2021 | 3 | 2021 |
| Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI V Zaigrajew, H Baniecki, L Tulczyjew, AM Wijata, J Nalepa, N Longépé, ... arXiv preprint arXiv:2403.08017, 2024 | 1 | 2024 |
| Particle swarm optimization configures the route minimization algorithm T Jastrzab, M Myller, L Tulczyjew, M Blocho, W Ryczko, M Kawulok, ... International Conference on Computational Science, 80-87, 2022 | 1 | 2022 |
| Estimating Soil Parameters From Hyperspectral Images: A benchmark dataset and the outcome of the HYPERVIEW challenge J Nalepa, L Tulczyjew, B Le Saux, N Longépé, B Ruszczak, AM Wijata, ... IEEE Geoscience and Remote Sensing Magazine, 2024 | | 2024 |
| Standardized validation of vehicle routing algorithms T Jastrzab, M Myller, L Tulczyjew, M Blocho, M Kawulok, A Czornik, ... Applied Intelligence, 1-30, 2024 | | 2024 |
| Unbiased Validation of Hyperspectral Unmixing Algorithms L Tulczyjew, M Kawulok, N Longépé, B Le Saux, J Nalepa IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
| Extracting High-Resolution Cultivated Land Maps from Sentinel-2 Image Series T Tarasiewicz, L Tulczyjew, M Myller, M Kawulok, N Longépé, J Nalepa IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | | 2022 |
| AIOPEN–PLATFORM EXTENSIONS WITH AI CAPABILITIES B Valentin, L Gale, J Lathouwers, G Smith, M Cerri, M Pellegrini, ... | | |
Jakub NalepaSilesian University of Technologyכתובת אימייל מאומתת בדומיין polsl.pl
