Dawa Derksen

Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems

Andrei Stoian, Vincent Poulain, Jordi Inglada et al. · Remote Sensing · 2019 · 130 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +25

Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems

Andrei Stoian, Vincent Poulain, Jordi Inglada et al. · Preprints.org · 2019 · 50 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +25

Scaling Up SLIC Superpixels Using a Tile-Based Approach

Dawa Derksen, Jordi Inglada, Julien Michel · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 23 citations · Full text

Cluster Computing, Engineering, Image Sequence Analysis +19

Geometry Aware Evaluation of Handcrafted Superpixel-Based Features and Convolutional Neural Networks for Land Cover Mapping Using Satellite Imagery

Dawa Derksen, Jordi Inglada, Julien Michel · Remote Sensing · 2020 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

The OPS-SAT case: A data-centric competition for onboard satellite image classification

Gabriele Meoni, Marcus Märtens, Dawa Derksen et al. · Astrodynamics · 2024 · 21 citations · Full text