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

Jens, Hoffmann Eike; Karam, Abdulahhad; Xiang, Zhu Xiao

Using social media images for building function classification Journal Article

Cities, 133 , pp. 104107, 2023, ISSN: 0264-2751.

Links | BibTeX | Tags: Big data analytics, Building function classification, Social media image analysis, Urban land use

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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