Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images

Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger

Regularization in convolutional neural networks (CNNs) is usually addressed with dropout layers. However, dropout is sometimes detrimental in the convolutional part of a CNN as it…