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Lukasz Tulczyjew

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

13

Venues

6

Active years

2020–2026

Best venue rank

C

Where they publish

Papers

13 indexed papers, newest first.

YearVenueTitleAuthors
2026WACVThe King(dom) is Naked: Lightweight Machine Learning for Hyperspectral Bare Soil Detection.Agata M. Wijata, Bogdan Ruszczak, Lukasz Tulczyjew, Nicolas Longp, Jakub Nalepa
2024GECCOParticle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images.Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa
2024GECCOCANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs.Lukasz Tulczyjew, Michal Przewozniczek, Renato Tins, Agata M. Wijata, Jakub Nalepa
2024IGARSSIntuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices.Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longp, Krzysztof Smykala, Jakub Nalepa
2024IGARSSEstimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models.Wiktor Gacek, Lukasz Tulczyjew, Agata M. Wijata, Nicolas Longp, Bertrand Le Saux, Jakub Nalepa
2024IGARSSSoil Analysis with Very Few Labels Using Semi-Supervised Hyperspectral Image Classification.Bartosz Grabowski, Agata M. Wijata, Lukasz Tulczyjew, Bertrand Le Saux, Jakub Nalepa
2024VCIPConvolutional neural networks estimate root-zone soil moisture from hyperspectral images.Lukasz Tulczyjew, Bogdan Ruszczak, Michal Myller, Agata M. Wijata, Dominika Boguszewska-Mankowska, Jakub Nalepa
2023IGARSSUnbiased Validation of Hyperspectral Unmixing Algorithms.Lukasz Tulczyjew, Michal Kawulok, Nicolas Longp, Bertrand Le Saux, Jakub Nalepa
2022ICCSParticle Swarm Optimization Configures the Route Minimization Algorithm.Tomasz Jastrzab, Michal Myller, Lukasz Tulczyjew, Miroslaw Blocho, Wojciech Ryczko, Michal Kawulok, Jakub Nalepa
2022ICIPThe Hyperview Challenge: Estimating Soil Parameters from Hyperspectral Images.Jakub Nalepa, Bertrand Le Saux, Nicolas Longp, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Krzysztof Smykala, Michal Gumiela
2022IGARSSExtracting High-Resolution Cultivated Land Maps from Sentinel-2 Image Series.Tomasz Tarasiewicz, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Nicolas Longp, Jakub Nalepa
2021IGARSSInvestigating the Impact of the Training Set Size on Deep Learning-Powered Hyperspectral Unmixing.Lukasz Tulczyjew, Jakub Nalepa
2020IGARSSHyperspectral Image Classification Using Spectral-Spatial Convolutional Neural Networks.Jakub Nalepa, Lukasz Tulczyjew, Michal Myller, Michal Kawulok