Multitask learning for large-scale semantic change detection

RC Daudt, B Le Saux, A Boulch, Y Gousseau - Computer Vision and Image …, 2019 - Elsevier
Change detection is one of the main problems in remote sensing, and is essential to the
accurate processing and understanding of the large scale Earth observation data available.
Most of the recently proposed change detection methods bring deep learning to this context,
but change detection labelled datasets which are openly available are still very scarce,
which limits the methods that can be proposed and tested. In this paper we present the first
large scale very high resolution semantic change detection dataset, which enables the …