Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters

Wei Zhu, Qiang Qiu, Robert Calderbank +2

Encoding the scale information explicitly into the representation learned by a convolutional neural network (CNN) is beneficial for many computer vision tasks especially when deali…