109 citations · 130 across the 2 of their papers we have counts for
2 papers
cs.CV2020★ 21 cited
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…
cs.CV2019★ 109 cited
Benchmarking the Robustness of Semantic Segmentation Models
Christoph Kamann, Carsten Rother
When designing a semantic segmentation module for a practical application, such as autonomous driving, it is crucial to understand the robustness of the module with respect to a wi…