Improving Shape Awareness and Interpretability in Deep Networks Using Geometric Moments

Rajhans Singh, Ankita Shukla, Pavan Turaga

Deep networks for image classification often rely more on texture information than object shape. While efforts have been made to make deep-models shape-aware, it is often difficult…