ABSTRACT: In this post we are discussing the similarities of graphs and images. We will start with matrix and spacial representations to show how graphs and images differs and resembles. Then we will dive into the applications from traditional signal processing to neural networks. Finally we take 3D vision as the bridging of image and graph in computer vision tasks.