Learning to Assign Orientations to Feature Points

Kwang Moo Yi, Yannick Verdie, Pascal Fua +1

We show how to train a Convolutional Neural Network to assign a canonical orientation to feature points given an image patch centered on the feature point. Our method improves feat…