Dense Steerable Filter CNN (DSF-CNN)

Machine Learning Research

Seeing Straight at Any Rotation: Dense Steerable Filter CNN (DSF-CNN) identifies rotated images.

A cat rotated by any number of degrees is still a cat. It takes a lot of rotated training images to teach convolutional filters this simple fact. A new filter design has this common-sense knowledge built-in.