Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks

Ben Hamscher, Edgar Heinert, Annika Mütze +2

Recent research has investigated the shape and texture biases of deep neural networks (DNNs) in image classification which influence their generalization capabilities and robustnes…