Lutz Roese-Koerner

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Quality Estimation

Active Learning

Convolutional Neural Networks

Top Venues

Publications

Tobias Riedlinger, Marius Schubert, Sarina Penquitt, Jan-Marcel Kezmann, Pascal Colling, Karsten Kahl, Lutz Roese-Koerner, Michael Arnold, Urs Zimmermann, Matthias Rottmann
LMD: Light-Weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds. DAGM (2023)
Tobias Riedlinger, Marius Schubert, Sarina Penquitt, Jan-Marcel Kezmann, Pascal Colling, Karsten Kahl, Lutz Roese-Koerner, Michael Arnold, Urs Zimmermann, Matthias Rottmann
LMD: Light-weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds. CoRR (2023)
Pascal Colling, Matthias Rottmann, Lutz Roese-Koerner, Hanno Gottschalk
Prediction Quality Meta Regression and Error Meta Classification for Segmented Lidar Point Clouds. Int. J. Artif. Intell. Tools 32 (5) (2023)
Pascal Colling, Lutz Roese-Koerner, Hanno Gottschalk, Matthias Rottmann
MetaBox+: A New Region based Active Learning Method for Semantic Segmentation using Priority Maps. ICPRAM (2021)
Pascal Colling, Matthias Rottmann, Lutz Roese-Koerner, Hanno Gottschalk
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation. ICTAI (2021)
Pascal Colling, Matthias Rottmann, Lutz Roese-Koerner, Hanno Gottschalk
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation. CoRR (2021)
Lukas Hahn, Lutz Roese-Koerner, Peet Cremer, Urs Zimmermann, Ori Maoz, Anton Kummert
On the Robustness of Active Learning. CoRR (2020)
Pascal Colling, Lutz Roese-Koerner, Hanno Gottschalk, Matthias Rottmann
MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps. CoRR (2020)
Farzin Ghorban, Narges Milani, Daniel Schugk, Lutz Roese-Koerner, Yu Su, Dennis Müller, Anton Kummert
Conditional multichannel generative adversarial networks with an application to traffic signs representation learning. Prog. Artif. Intell. 8 (1) (2019)
Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert
Fast and Reliable Architecture Selection for Convolutional Neural Networks. CoRR (2019)
Lukas Hahn, Lutz Roese-Koerner, Peet Cremer, Urs Zimmermann, Ori Maoz, Anton Kummert
On the Robustness of Active Learning. GCAI (2019)
Ahmad Pishehvari, Uri Iurgel, Stephanie Lessmann, Lutz Roese-Koerner, Bernd Tibken
Radar Scan Matching Using Navigation Maps. IRC (2019)
Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert
Fast and reliable architecture selection for convolutional neural networks. ESANN (2019)
Ido Freeman, Lutz Roese-Koerner, Anton Kummert
Effnet: An Efficient Structure for Convolutional Neural Networks. ICIP (2018)
Ido Freeman, Lutz Roese-Koerner, Anton Kummert
EffNet: An Efficient Structure for Convolutional Neural Networks. CoRR (2018)
Anselm Haselhoff, Christian Nunn, Dennis Müller, Mirko Meuter, Lutz Roese-Koerner
Markov random field for image synthesis with an application to traffic sign recognition. Intelligent Vehicles Symposium (2017)