Paul Bergmann
Paul Bergmann
Ph.D. Student at Technical University Munich and MVTec Software GmbH
Verified email at mvtec.com
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MVTec AD--A comprehensive real-world dataset for unsupervised anomaly detection
P Bergmann, M Fauser, D Sattlegger, C Steger
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1942019
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders
P Bergmann, S Löwe, M Fauser, D Sattlegger, C Steger
Proceedings of the 14th International Joint Conference on Computer Vision …, 2019
1222019
Online photometric calibration of auto exposure video for realtime visual odometry and slam
P Bergmann, R Wang, D Cremers
IEEE Robotics and Automation Letters 3 (2), 627-634, 2017
662017
Uninformed students: Student-teacher anomaly detection with discriminative latent embeddings
P Bergmann, M Fauser, D Sattlegger, C Steger
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
592020
Introducing mvtec itodd-a dataset for 3d object recognition in industry
B Drost, M Ulrich, P Bergmann, P Hartinger, C Steger
Proceedings of the IEEE International Conference on Computer Vision …, 2017
402017
The MVTec anomaly detection dataset: a comprehensive real-world dataset for unsupervised anomaly detection
P Bergmann, K Batzner, M Fauser, D Sattlegger, C Steger
International Journal of Computer Vision 129 (4), 1038-1059, 2021
62021
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization
P Bergmann, X Jin, D Sattlegger, C Steger
2021
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