Understanding Deep Image Representations by Inverting Them

Aravindh Mahendran, Andrea Vedaldi

Image representations, from SIFT and Bag of Visual Words to Convolutional Neural Networks (CNNs), are a crucial component of almost any image understanding system. Nevertheless, ou…