TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks

Dmitry Laptev, Nikolay Savinov, Joachim M. Buhmann +1

In this paper we present a deep neural network topology that incorporates a simple to implement transformation invariant pooling operator (TI-POOLING). This operator is able to eff…