Franziska Schirrmacher

According to our database, Franziska Schirrmacher authored at least 20 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition.

Franziska Schirrmacher, Benedikt Lorch, Anatol Maier, Christian Riess

IEEE Trans. Intell. Transp. Syst., September, 2023

Robust Enhancement and Recognition for Low-Quality Images.

Franziska Schirrmacher

PhD thesis, 2023

On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics.

Benedikt Lorch, Franziska Schirrmacher, Anatol Maier, Christian Riess

IEEE Trans. Inf. Forensics Secur., 2023

2021

Reliable Camera Model Identification Using Sparse Gaussian Processes.

Benedikt Lorch, Franziska Schirrmacher, Anatol Maier, Christian Riess

IEEE Signal Process. Lett., 2021

Deep Learning Architectural Designs for Super-Resolution Of Noisy Images.

Angel Villar-Corrales, Franziska Schirrmacher, Christian Riess

Proceedings of the IEEE International Conference on Acoustics, 2021

Merging-ISP: Multi-exposure High Dynamic Range Image Signal Processing.

Prashant Chaudhari, Franziska Schirrmacher, Andreas Maier, Christian Riess, Thomas Köhler

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

Sequence-Based Recognition of License Plates with Severe Out-of-Distribution Degradations.

Denise Moussa, Anatol Maier, Franziska Schirrmacher, Christian Riess

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing.

Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier

IEEE Trans. Medical Imaging, 2020

Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems.

Franziska Schirrmacher, Christian Riess, Thomas Köhler

IEEE Trans. Computational Imaging, 2020

Learning to Decipher License Plates in Severely Degraded Images.

Paula Kaiser, Franziska Schirrmacher, Benedikt Lorch, Christian Riess

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

SR²: Super-Resolution With Structure-Aware Reconstruction.

Franziska Schirrmacher, Benedikt Lorch, Bernhard Stimpel, Thomas Köhler, Christian Riess

Proceedings of the IEEE International Conference on Image Processing, 2020

Abstract: RinQ Fingerprinting.

Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019

RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting.

Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks.

Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas K. Maier

Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

Multi-Modal Super-Resolution with Deep Guided Filtering.

Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Temporal and volumetric denoising via quantile sparse image prior.

Franziska Schirrmacher, Thomas Köhler, Jürgen Endres, Tobias Lindenberger, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier

Medical Image Anal., 2018

Temporal and Volumetric Denoising via Quantile Sparse Image (QuaSI) Prior in Optical Coherence Tomography and Beyond.

Franziska Schirrmacher, Thomas Köhler, Tobias Lindenberger, Lennart Husvogt, Jürgen Endres, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier

CoRR, 2018

Abstract: QuaSI - Quantile Sparse Image - A Prior for Spatio-Temporal Denoising of Retinal OCT Data.

Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data.

Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Towards Understanding Preservation of Periodic Object Motion in Computed Tomography.

Franziska Schirrmacher, Oliver Taubmann, Mathias Unberath, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017