Theo dơi
Łukasz Tulczyjew
Łukasz Tulczyjew
Silesian University of Technology, Faculty of Automatic Control, Electronics and Computer Science
Email được xác minh tại polsl.pl
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Hyperspectral band selection using attention-based convolutional neural networks
PR Lorenzo, L Tulczyjew, M Marcinkiewicz, J Nalepa
IEEE Access 8, 42384-42403, 2020
109*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
432021
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
282020
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
202022
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
152022
Deep ensembles for hyperspectral image data classification and unmixing
J Nalepa, M Myller, L Tulczyjew, M Kawulok
Remote Sensing 13 (20), 4133, 2021
152021
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
142022
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
52021
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
32021
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
22022
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
12024
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
12024
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
12024
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
12022
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
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
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
Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices
AM Wijata, T Lakota, M Cwiek, B Ruszczak, M Gumiela, L Tulczyjew, ...
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
2024
Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models
W Gacek, L Tulczyjew, AM Wijata, N Longépé, B Le Saux, J Nalepa
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
2024
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