Franziska Schirrmacher

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