416 citations · 545 across the 35 of their papers we have counts for
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cs.CV2016
AGA: Attribute Guided Augmentation
Mandar Dixit, Roland Kwitt, Marc Niethammer +1
We consider the problem of data augmentation, i.e., generating artificial samples to extend a given corpus of training data. Specifically, we propose attributed-guided augmentation…
cs.CV2016
Fast Predictive Image Registration
Xiao Yang, Roland Kwitt, Marc Niethammer
We present a method to predict image deformations based on patch-wise image appearance. Specifically, we design a patch-based deep encoder-decoder network which learns the pixel/vo…