340 citations · 1.8k across the 24 of their papers we have counts for
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2 papers · 1 filter
cs.CV2016★ 242 cited
Rotation equivariant vector field networks
Diego Marcos, Michele Volpi, Nikos Komodakis +1
In many computer vision tasks, we expect a particular behavior of the output with respect to rotations of the input image. If this relationship is explicitly encoded, instead of tr…
cs.CV2016★ 88 cited
Learning rotation invariant convolutional filters for texture classification
Diego Marcos, Michele Volpi, Devis Tuia
We present a method for learning discriminative filters using a shallow Convolutional Neural Network (CNN). We encode rotation invariance directly in the model by tying the weights…