Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion

Edgar Heinert, Matthias Rottmann, Kira Maag +1

Convolutional neural networks (CNNs) for image processing tend to focus on localized texture patterns, commonly referred to as texture bias. While most of the previous works in the…