Franziska Schirrmacher
Franziska Schirrmacher, M. Sc.
Researcher
Martensstraße 3
91058 Erlangen
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstraße 3
91058 Erlangen
- Phone number: +49 9131 85-27882
- Fax number: +49 9131 85-27270
- Email: franziska.schirrmacher@fau.de
- Website: https://lme.tf.fau.de/person/schirrmacher/
Academic CV
- Since 08/2019:
Researcher at I1 - Since 12/2017:
Researcher at LME
- Since 10/2011:
Student at FAU
Projects
No projects found.
Publications
2023
Journal Articles
- Schirrmacher F., Lorch B., Maier A., Riess C.:
Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition
In: IEEE Transactions on Intelligent Transportation Systems (2023), p. 1-14
ISSN: 1524-9050
DOI: 10.1109/TITS.2023.3278533
BibTeX: Download - Lorch B., Schirrmacher F., Maier A., Rieß C.:
On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics
In: IEEE Transactions on Information Forensics and Security (2023)
ISSN: 1556-6013
DOI: 10.1109/TIFS.2023.3266168
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2023-Lorch-OSO.pdf
BibTeX: Download
2022
Authored Books
- Anantharajaiah N., Asfour T., Bader M., Bauer L., Becker J., Bischof S., Brand M., Bungartz HJ., Eichler C., Esper K., Falk J., Fasfous N., Freiling F., Fried A., Gerndt M., Glaß M., Gonzalez J., Hannig F., Heidorn C., Henkel J., Herkersdorf A., Herzog B., John J., Hönig T., Hundhausen F., Khdr H., Langer T., Lenke O., Lesniak F., Lindermayr A., Listl A., Maier S., Megow N., Mettler M., Müller-Gritschneder D., Nassar H., Paus F., Pöppl A., Pourmohseni B., Rabenstein J., Raffeck P., Rapp M., Rivas SN., Sagi M., Schirrmacher F., Schlichtmann U., Schmaus F., Schröder-Preikschat W., Schwarzer T., Sikal MB., Simon B., Snelting G., Spieck J., Srivatsa A., Stechele W., Teich J., Comprés Ureña IA., Verbauwhede I., Walter D., Wild T., Wildermann S., Wille M., Witterauf M., Zhang L.:
Invasive Computing
FAU University Press, 2022
ISBN: 978-3-96147-571-1
DOI: 10.25593/978-3-96147-571-1
BibTeX: Download
2021
Journal Articles
- Lorch B., Schirrmacher F., Maier A., Rieß C.:
Reliable Camera Model Identification Using Sparse Gaussian Processes
In: IEEE Signal Processing Letters (2021), p. 912-916
ISSN: 1070-9908
DOI: 10.1109/LSP.2021.3070206
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2021-Lorch-GPC.pdf
BibTeX: Download
Conference Contributions
- Moussa D., Maier A., Schirrmacher F., Rieß C.:
Sequence-based Recognition of License Plates with Severe Out-of-Distribution Degradations
The 19th International Conference on Computer Analysis of Images and Patterns (Virtual Conference, September 27, 2021 - October 1, 2021)
In: Springer, Cham (ed.): Computer Analysis of Images and Patterns 2021
DOI: 10.1007/978-3-030-89131-2_16
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2021-Moussa-SRLP.pdf
BibTeX: Download - Chaudhari P., Schirrmacher F., Maier A., Riess C., Köhler T.:
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing
DAGM German Conference on Pattern Recognition (virtual, September 28, 2021 - October 1, 2021)
BibTeX: Download - Villar-Corrales A., Schirrmacher F., Rieß C.:
Deep Learning Architectural Designs for Super-Resolution of Noisy Images
In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
DOI: 10.1109/ICASSP39728.2021.9414733
BibTeX: Download - Kaiser P., Schirrmacher F., Lorch B., Rieß C.:
Learning to Decipher License Plates in Severely Degraded Images
MultiMedia FORensics in the WILD (, January 11, 2021 - January 11, 2021)
In: Pattern Recognition. ICPR International Workshops and Challenges. ICPR 2021 2021
DOI: 10.1007/978-3-030-68780-9_43
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2021-Schirrmacher-LTD.pdf
BibTeX: Download
2020
Journal Articles
- Schirrmacher F., Riess C., Köhler T.:
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems
In: IEEE Transactions on Computational Imaging 6 (2020), p. 503--517
ISSN: 2333-9403
DOI: 10.1109/TCI.2019.2956888
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2020-Schirrmacher-AQS.pdf
BibTeX: Download
Conference Contributions
- Schirrmacher F., Lorch B., Stimpel B., Köhler T., Riess C.:
SR²: Super-Resolution With Structure-Aware Reconstruction
2020 IEEE International Conference on Image Processing (ICIP) (Online, October 25, 2020 - October 28, 2020)
DOI: 10.1109/ICIP40778.2020.9191253
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2020-Schirrmacher-SR2.pdf
BibTeX: Download
2019
Journal Articles
- Stimpel B., Syben-Leisner C., Schirrmacher F., Hölter P., Dörfler A., Maier A.:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing Supplementary Material
In: IEEE Transactions on Medical Imaging (2019)
ISSN: 0278-0062
DOI: 10.1109/TMI.2019.2955184
BibTeX: Download
Book Contributions
- Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks
In: Rainer Röhrig, Harald Binder, Hans-Ulrich Prokosch, Ulrich Sax, Irene Schmidtmann, Susanne Stolpe, Antonia Zapf (ed.): German Medical Data Sciences: Shaping Change – Creative Solutions for Innovative Medicine, IOS Press, 2019, p. 126-133 (Studies in Health Technology and Informatics, Vol.267)
DOI: 10.3233/SHTI190816
BibTeX: Download
Conference Contributions
- Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Medical Image Computing and Computer Assisted Intervention (Shenzhen, October 13, 2019 - October 17, 2019)
In: Proceedings of MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32248-9_11
BibTeX: Download - Stimpel B., Syben-Leisner C., Schirrmacher F., Dörfler A., Maier A., Hölter P.:
Multi-Modal Super-Resolution with Deep Guided Filtering
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_25
BibTeX: Download
2018
Journal Articles
- Schirrmacher F., Köhler T., Endres J., Lindenberger T., Husvogt L., Fujimoto JG., Hornegger J., Dörfler A., Maier A., Hölter P.:
Temporal and Volumetric Denoising via Quantile Sparse Image Prior
In: Medical Image Analysis 48 (2018), p. 131-146
ISSN: 1361-8415
DOI: 10.1016/j.media.2018.06.002
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schirrmacher18-TAV.pdf
BibTeX: Download
Conference Contributions
- Schirrmacher F., Köhler T., Husvogt L., Fujimoto JG., Hornegger J., Maier A.:
Abstract: QuaSI - Quantile Sparse Image A Prior for Spatio-Temporal Denoising of Retinal OCT Data
Bildverarbeitung für die Medizin 2018 (Erlangen)
In: Informatik aktuell 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Schirrmacher18-AQQ.pdf
BibTeX: Download
Miscellaneous
- Schirrmacher F., Köhler T., Riess C.:
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems
abs/1804.02152 (2018)
DOI: 10.1109/tci.2019.2956888
URL: http://arxiv.org/abs/1804.02152
BibTeX: Download
(Techreport)
2017
Conference Contributions
- Schirrmacher F., Köhler T., Husvogt L., Fujimoto JG., Hornegger J., Maier A.:
QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data
Medical Image Computing and Computer-Assisted Intervention (Quebec City, QC, Canada, September 11, 2017 - September 13, 2017)
In: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2017, Proceedings, Part II 2017
DOI: 10.1007/978-3-319-66185-8_10
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schirrmacher17-QQS.pdf
BibTeX: Download - Schirrmacher F., Taubmann O., Unberath M., Maier A.:
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography
Bildverarbeitung für die Medizin 2017 (DKFZ, Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017, Springer Vieweg: 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Schirrmacher17-TUP.pdf
BibTeX: Download
Lectures
No matching records found.