WildDash - Creating Hazard-Aware Benchmarks

no code implementations • ECCV 2018 • Oliver Zendel, Katrin Honauer, Markus Murschitz, Daniel Steininger, Gustavo Fernandez Dominguez

We have conducted a thorough risk analysis to identify situations and aspects that can reduce the output performance for these tasks.

Instance Segmentation Semantic Segmentation

Why rankings of biomedical image analysis competitions should be interpreted with care

no code implementations • 6 Jun 2018 • Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro Niessen, Nasir Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider

International challenges have become the standard for validation of biomedical image analysis methods.

Analyzing Computer Vision Data - The Good, the Bad and the Ugly

no code implementations • CVPR 2017 • Oliver Zendel, Katrin Honauer, Markus Murschitz, Martin Humenberger, Gustavo Fernandez Dominguez

However, major questions concerning quality and usefulness of test data for CV evaluation are still unanswered.

Autonomous Driving Stereo Matching +1

The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms

no code implementations • ICCV 2015 • Katrin Honauer, Lena Maier-Hein, Daniel Kondermann

We show that the RMS is of limited expressiveness for algorithm selection and introduce the HCI Stereo Metrics.