Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid

Jun Gao, Zian Wang, Jinchen Xuan +1

In modern computer vision, images are typically represented as a fixed uniform grid with some stride and processed via a deep convolutional neural network. We argue that deforming…