Publications

. Building footprint generation Classification Convolutional neural network Cross-domain classification Deep learning Domain adaptation Environmental management Gaofen-1 Height estimation High-spatial resolution Human brain Local climate zone classification Medical hyperspectral images Multi-source image Ocean wind speed PlanetScope Remote sensing Roof segments and orientations Self-supervised learning Multi-modal learning Representation learning Audiovisual dataset Semi-supervised domain adaptation Semi-supervised learning Sentinel-2 Social media image analysis Super-resolution Transfer learning Transformer networks Urban ecosystem services Urban land use Urban tree canopy

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2023

de Gélis, Iris; Saha, Sudipan; Shahzad, Muhammad; Corpetti, Thomas; Lefèvre, Sébastien; Zhu, Xiao Xiang

Deep Unsupervised Learning for 3D ALS Point Clouds Change Detection Journal Article

Computer Methods and Programs in Biomedicine, 240 , pp. 107721, 2023, ISSN: 0169-2607.

Links | BibTeX | Tags: Band selection, Data gravitation, Human brain, Medical hyperspectral images

Our project is done in close collaboration with the Technical University of Munich. In particular with the TUM Data Science in Earth Observation (Sipeo) group. The complete list of associated publications might be also interesting for you and is available here.

Artificial Intelligence for Earth Observation

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