2025 - Pattern Recognition Lab

Dissertations

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Monographs

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Journal articles

Bhandary Panambur A., Bhat S., Yu H., Madhu P., Bayer S., Maier A.:
Attention-guided erasing for enhanced transfer learning in breast abnormality classification
In: International Journal of Computer Assisted Radiology and Surgery (2025)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03317-6
BibTeX: Download
Brabec M., Marmolejo-Ramos F., Loh L., Lee I., Kulyabin M., Zhdanov A., Posada-Quintero HF., Thompson DA., Constable P.:
Remodeling the light-adapted electroretinogram using a bayesian statistical approach
In: BMC Research Notes 18 (2025), p. 33
ISSN: 1756-0500
DOI: 10.1186/s13104-025-07115-4
URL: https://link.springer.com/article/10.1186/s13104-025-07115-4
BibTeX: Download
Gorges T., Scholz T., Saloman S., Zinnen M., Hoffmann J., Gourmelon N., Maier A., Hettenkofer S., Christlein V.:
PASAL: Progress- and sparsity-aware loss balancing for heterogeneous dataset fusion
In: Information Fusion 120 (2025), p. 103038
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2025.103038
BibTeX: Download
Jamil MU., Won J., Ploner SB., Marmalidou A., Takahashi H., Kaiser S., Hwang Y., Abu-Qamar O., Yaghy A., Witkin AJ., Zhao PY., Desai S., Duker JS., Maier A., Fujimoto JG., Waheed NK.:
High-Resolution OCT Reveals Age-Associated Variation in the Region Posterior to the External Limiting Membrane
In: Translational Vision Science & Technology 14 (2025), p. 16-
ISSN: 2164-2591
DOI: 10.1167/tvst.14.1.16
BibTeX: Download
Lee W., Wagner F., Galdran A., Shi Y., Xia W., Wang G., Mou X., Ahamed MA., Imran AAZ., Oh JE., Kim K., Baek JT., Lee D., Hong B., Tempelman P., Lyu D., Kuiper A., van Blokland L., Calisto MB., Hsieh S., Han M., Baek J., Maier A., Wang A., Gold GE., Choi JH.:
Low-dose computed tomography perceptual image quality assessment
In: Medical Image Analysis 99 (2025), Article No.: 103343
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103343
BibTeX: Download
Mayr M., Neumeier K., Krenz J., Bürcky S., Kordon F., Seuret M., Zöllner J., Wu F., Maier A., Christlein V.:
Data-efficient handwritten text recognition of diplomatic historical text
In: Multimedia Tools and Applications (2025)
ISSN: 1380-7501
DOI: 10.1007/s11042-024-20545-9
URL: https://link.springer.com/article/10.1007/s11042-024-20545-9
BibTeX: Download
Wu F., Zhang J., Liu D., Maier A., Christlein V.:
Deep learning-based debris flow hazard detection and recognition system: a case study
In: Scientific Reports 15 (2025), Article No.: 6789
ISSN: 2045-2322
DOI: 10.1038/s41598-025-86471-4
URL: https://www.nature.com/articles/s41598-025-86471-4
BibTeX: Download

Articles in Conference Proceedings

Barnhill A., Traub O., Nöth E., Maier A., Bergler C.:
Same Semantics of the Signal - What Do We Cluster with what Representation
2025 International Conference on Acoustics, Speech, and Signal Processing (Hyderabad, India, April 6, 2025 - April 11, 2025)
In: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing 2025
BibTeX: Download
Bharadwaj P., Bhat S., Maier A.:
Enhancing Zero-Shot Learning in Chest X-ray Diagnostics Using BioBERT for Textual Representation
Bildverarbeitung für die Medizin 2025 (Regensburg, March 9, 2025 - March 11, 2025)
BibTeX: Download
Bhat S., B. Panambur A., Mansoor A., Georgescu B., Ghesu FC., Grbic S., Maier A.:
Towards robust zero-shot Chest X-Ray (CXR) classification: Exploring data distribution bias in CXR datasets
Bildverarbeitung für die Medizin 2025 (Regensburg, March 9, 2025 - March 11, 2025)
BibTeX: Download
Lang S., Zinnen M.:
Digital Provenance Research: Eine computerassistierte Bildersuche in historischen Auktionskatalogen
Digital Humanities im deutschsprachigen Raum (DHd) (Universität Bielefeld, March 3, 2025 - March 7, 2025)
DOI: 10.5281/zenodo.14943104
BibTeX: Download
Oelhaf J., Kordowich G., Perez Toro PA., Arias Vergara T., Maier A., Jäger J., Bayer S.:
A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Hyderabad, April 6, 2025 - April 11, 2025)
In: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New York City: 2025
DOI: 10.1109/ICASSP49660.2025.10890544
BibTeX: Download
Rist L., Ditt H., Sühling M., Honus V., Schramme P., Maier A., Taubmann O.:
Robust Feature Selection for Classifying Early Ischemic Changes in Posterior Stroke
4th International Workshop, SWITCH 2024, and 6th International Challenge, ISLES 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
DOI: 10.1007/978-3-031-81101-2_7
BibTeX: Download
Vorberg L., Ditt H., Sühling M., Maier A., Murray N., Nicolaou S., Taubmann O.:
Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation
4th International Workshop, SWITCH 2024, and 6th International Challenge, ISLES 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
DOI: 10.1007/978-3-031-81101-2_3
BibTeX: Download
Vorberg L., Ditt H., Sühling M., Maier A., Murray N., Nicolaou S., Taubmann O.:
Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation
4th International Workshop, SWITCH 2024, and 6th International Challenge, ISLES 2024 (Marrakesh, October 10, 2024 - October 10, 2024)
In: Ruisheng Su, Ezequiel de la Rosa, Leonhard Rist, Ewout Heylen, Frank te Nijenhuis, Danny Ruijters, Markus D. Schirmer, Richard McKinley, Susanne Wegener, Roland Wiest, Theo van Walsum (ed.): Image Analysis in Stroke Diagnosis and Interventions, Cham: 2025
DOI: 10.1007/978-3-031-81101-2_4
BibTeX: Download
Öttl M., Wilm F., Steenpaß J., Qiu J., Rübner M., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Kainz B., Breininger K.:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation
18th European Conference on Computer Vision, ECCV 2024 (Milan, September 29, 2024 - October 4, 2024)
In: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
DOI: 10.1007/978-3-031-73226-3_14
BibTeX: Download

Patents

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Talks

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