558 citations · 2k across the 15 of their papers we have counts for
Showing 2018Show all
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eess.IV2018★ 34 cited
Decision fusion with multiple spatial supports by conditional random fields
Devis Tuia, Michele Volpi, Gabriele Moser
Classification of remotely sensed images into land cover or land use is highly dependent on geographical information at least at two levels. First, land cover classes are observed…
cs.CV2018★ 98 cited
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images
Michele Volpi, Devis Tuia
When approaching the semantic segmentation of overhead imagery in the decimeter spatial resolution range, successful strategies usually combine powerful methods to learn the visual…
cs.CV2018★ 287 cited
Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models
Diego Marcos, Michele Volpi, Benjamin Kellenberger +1
In remote sensing images, the absolute orientation of objects is arbitrary. Depending on an object's orientation and on a sensor's flight path, objects of the same semantic class c…