Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers

Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher +2

For safety-critical applications such as autonomous driving, CNNs have to be robust with respect to unavoidable image corruptions, such as image noise. While previous works address…