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 Land cover mapping 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 tree canopy

Show all

2023

Kondmann, Lukas; Saha, Sudipan; Zhu, Xiao Xiang

SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model Journal Article

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16 , pp. 3879-3891, 2023.

Links | BibTeX | Tags: Earth Training Optical sensors Optical imaging Data models Optical filters Uncertainty Change detection (CD) multitemporal optical images semisupervised unsupervised

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

Contact us