Scale-Rotation-Equivariant Lie Group Convolution Neural Networks (Lie Group-CNNs)

Wei-Dong Qiao, Yang Xu, Hui Li

The weight-sharing mechanism of convolutional kernels ensures translation-equivariance of convolution neural networks (CNNs). Recently, rotation-equivariance has been investigated.…