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2020 – today
- 2023
[c7]Lars Heckler, Rebecca König, Paul Bergmann:
Exploring the Importance of Pretrained Feature Extractors for Unsupervised Anomaly Detection and Localization. CVPR Workshops 2023: 2917-2926- [c6]Paul Bergmann, David Sattlegger:
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors. WACV 2023: 2612-2622 - 2022
- [b1]Paul Bergmann:
Unsupervised Anomaly Detection and Localization for Visual Quality Inspection. Technical University of Munich, Germany, 2022 - [j3]Paul Bergmann
, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger:
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization. Int. J. Comput. Vis. 130(4): 947-969 (2022) - [c5]Paul Bergmann, Xin Jin, David Sattlegger, Carsten Steger:
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization. VISIGRAPP (5: VISAPP) 2022: 202-213 - [i5]Paul Bergmann, David Sattlegger:
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors. CoRR abs/2202.11660 (2022) - 2021
- [j2]Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger:
The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. Int. J. Comput. Vis. 129(4): 1038-1059 (2021) - [i4]Paul Bergmann, Xin Jin, David Sattlegger, Carsten Steger:
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization. CoRR abs/2112.09045 (2021) - 2020
- [c4]Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger:
Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings. CVPR 2020: 4182-4191
2010 – 2019
- 2019
- [c3]Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger:
MVTec AD - A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. CVPR 2019: 9592-9600 - [c2]Paul Bergmann, Sindy Löwe, Michael Fauser, David Sattlegger, Carsten Steger:
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders. VISIGRAPP (5: VISAPP) 2019: 372-380 - [i3]Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger:
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings. CoRR abs/1911.02357 (2019) - 2018
- [j1]Paul Bergmann, Rui Wang, Daniel Cremers:
Online Photometric Calibration of Auto Exposure Video for Realtime Visual Odometry and SLAM. IEEE Robotics Autom. Lett. 3(2): 627-634 (2018) - [i2]Paul Bergmann, Sindy Löwe, Michael Fauser, David Sattlegger, Carsten Steger:
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders. CoRR abs/1807.02011 (2018) - 2017
- [c1]Bertram Drost, Markus Ulrich, Paul Bergmann, Philipp Härtinger, Carsten Steger:
Introducing MVTec ITODD - A Dataset for 3D Object Recognition in Industry. ICCV Workshops 2017: 2200-2208 - [i1]Paul Bergmann, Rui Wang, Daniel Cremers:
Online Photometric Calibration for Auto Exposure Video for Realtime Visual Odometry and SLAM. CoRR abs/1710.02081 (2017)
Coauthor Index
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