Assessing rotational invariance of graph convolution neural networks for computer vision

• Main Author: Singh, Priyanshu Kumar
• Other Authors: Xavier Bresson
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering
• Online Access: http://hdl.handle.net/10356/74246
• Institution: Nanyang Technological University

This project aims to assess the property of rotational invariance within graph convolution neural networks (graph CNNs) for learning on images. Standard CNNs possess the property of translational invariance due to the sliding nature of the convolution operation and rotational invariance for small an...