Search Results for author: Maximilian Bernhard

Found 3 papers, 3 papers with code

MapFormer: Boosting Change Detection by Using Pre-change Information

1 code implementation ICCV 2023 Maximilian Bernhard, Niklas Strauß, Matthias Schubert

Our approach outperforms existing change detection methods by an absolute 11. 7\% and 18. 4\% in terms of binary change IoU on DynamicEarthNet and HRSCD, respectively.

Change Detection Management

Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version)

1 code implementation24 Oct 2022 Maximilian Bernhard, Matthias Schubert

In order to create the necessary training annotations for object detectors, imagery can be georeferenced and combined with data from other sources, such as points of interest localized by GPS sensors.

Object object-detection +2

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