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Matthias Rottmann — most-cited papers & profile · Computer Vision
← authors
·
overview
Matthias Rottmann
10
papers ·
125
citations ·
37
h-index
Osnabrück University · University of Basel · Chemotherapy Foundation
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation
2021 · 72 citations
Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation
2019 · 38 citations
MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation
2019 · 7 citations
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks
2019 · 4 citations
The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation
2019 · 1 citations
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation
2020 · 1 citations
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
2020 · 1 citations
OoDIS: Anomaly Instance Segmentation and Detection Benchmark
2024 · 1 citations
LMD: Light-weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds
2023
Deep Active Learning with Noisy Oracle in Object Detection
2023
Top co-authors
Hanno Gottschalk
· 6
Robin Chan
· 5
Peter Schlicht
· 4
Fabian H\"uger
· 2
Karsten Kahl
· 2
Kira Maag
· 2
Marius Schubert
· 2
Tobias Riedlinger
· 2
Alexander Hermans
· 1
Alexey Nekrasov
· 1
Bastian Leibe
· 1
Fabian Hueger
· 1
Topics
cs.CV
Segmentation
Autonomous Driving
cs.LG