PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

Author:

Orbes Mauricio,Sørensen Lauge,Cardoso Jorge,Modat Marc,Ourselin Sebastien,Sommer Stefan,Nielsen Mads,Igel Christian,Pai Akshay

Publisher

SPIE

Reference9 articles.

1. Group equivariant convolutional networks;Cohen;ICML,2016

2. Anatomy-specific classification of medical images using deep convolutional nets;Roth;ISBI,2015

3. Spatial transformer networks;Jaderberg;NIPS,2015

4. Dreaming more data: Class-dependent distributions over diffeomorphisms for learned data augmentation;Hauberg;AISTATS,2016

5. Gradient-based learning applied to document recognition;LeCun,1998

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