| Hyperspectral band selection using attention-based convolutional neural networks PR Lorenzo, L Tulczyjew, M Marcinkiewicz, J Nalepa IEEE Access 8, 42384-42403, 2020 | 115* | 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 | 47 | 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 | 29 | 2020 |
| 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 | 20 | 2022 |
| Deep ensembles for hyperspectral image data classification and unmixing J Nalepa, M Myller, L Tulczyjew, M Kawulok Remote Sensing 13 (20), 4133, 2021 | 17 | 2021 |
| 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 | 16 | 2022 |
| 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 | 15 | 2022 |
| 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 | 8 | 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 | 8* | 2020 |
| 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 | 4 | 2021 |
| 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 | 2 | 2024 |
| Standardized validation of vehicle routing algorithms T Jastrzab, M Myller, L Tulczyjew, M Blocho, M Kawulok, A Czornik, ... Applied Intelligence 54 (2), 1335-1364, 2024 | 2 | 2024 |
| 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 | 2 | 2022 |
| 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 | 2 | 2022 |
| CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs L Tulczyjew, M Przewozniczek, R Tinós, AM Wijata, J Nalepa Proceedings of the Genetic and Evolutionary Computation Conference, 412-421, 2024 | 1 | 2024 |
| LLMcap: Large Language Model for Unsupervised PCAP Failure Detection Ł Tulczyjew, K Jarrah, C Abondo, D Bennett, N Weill 2024 IEEE International Conference on Communications Workshops (ICC …, 2024 | 1 | 2024 |
| 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 |
| Convolutional neural networks estimate root-zone soil moisture from hyperspectral images L Tulczyjew, B Ruszczak, M Myller, AM Wijata, ... 2024 IEEE International Conference on Visual Communications and Image …, 2024 | | 2024 |
| PCAPVision: PCAP-Based High-Velocity and Large-Volume Network Failure Detection L Tulczyjew, I Biruk, M Bilgic, C Abondo, N Weill Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 26-33, 2024 | | 2024 |
| Soil Analysis with Very Few Labels Using Semi-Supervised Hyperspectral Image Classification B Grabowski, AM Wijata, L Tulczyjew, B Le Saux, J Nalepa IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
Jakub NalepaSilesian University of TechnologyBestätigte E-Mail-Adresse bei polsl.pl
