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ViCoS Lab

Satellite image time series

Subtopic of Remote sensing

Researchers

Luka Čehovin Zajc, PhD
Luka Čehovin Zajc, PhD
Matej Račič
Matej Račič

Satellite image time series

We are using time series analysis on satellite multi-spectral data (Sentinel-2) to identify different crops in Slovenia. Our focus is on early identification of crops in relation to temporal and spatial transferability of the models.

Publications

  •  
    Multi-Year Time Series Transfer Learning: Application of Early Crop Classification
    Matej Račič, Krištof Oštir, Anže Zupanc and Luka Čehovin Zajc
    Remote Sensing, MDPI, 2024
  •  
    Application of Temporal Convolutional Neural Network for the Classification of Crops on SENTINEL-2 Time Series
    Matej Račič, Krištof Oštir, Devis Peressutti, Anže Zupanc and Luka Čehovin Zajc
    International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2020
Faculty of Computer and Information Science

Visual Cognitive Systems Laboratory

University of Ljubljana

Faculty of Computer and Information Science

Večna pot 113
SI-1000 Ljubljana
Slovenia
Tel.: +386 1 479 8245