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DATA

1) Inria Aerial Image Labeling Dataset (link).

Areal images which cover a wide range of urban settlement appearances in different geographic locations.

 

SOFTWARE

2) Convolutional neural networks for large-scale remote sensing image classification (link).

If you use this code, please cite:

E. Maggiori, Y. Tarabalka, G. Charpiat, and P. Alliez, "Convolutional neural networks for large-scale remote sensing image classification," IEEE Trans. Geosc. Remote Sens., 2016.

E. Maggiori, Y. Tarabalka, G. Charpiat, and P. Alliez, "High-Resolution Semantic Labeling with Convolutional Neural Networks," ArXiv, 2016.

 

1) Binary partition-tree based code for large-scale image segmentation and classification (link).

If you use this code, please cite:

E. Maggiori, Y. Tarabalka and G. Charpiat, "Optimizing partition trees for multi-object segmentation with shape prior," BMVC'2015, Swansea, UK, 2015.