Florian Kordon

2025

Journal Articles

• Ravi A., Bernhardt P., Hoffmann M., Kordon F., Bayer S., Achenbach S., Maier A.:
  Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography
  In: Scientific Reports 15 (2025), Article No.: 15186
  ISSN: 2045-2322
  DOI: 10.1038/s41598-025-99651-z
  BibTeX: Download
• Wu F., Seuret M., Mayr M., Kordon F., Zöllner J., Wind S., Maier A., Christlein V.:
  Lightweight cross-attention-based HookNet for historical handwritten document layout analysis
  In: International Journal on Document Analysis and Recognition 28 (2025), p. 409-427
  ISSN: 1433-2833
  DOI: 10.1007/s10032-025-00519-9
  URL: https://link.springer.com/article/10.1007/s10032-025-00519-9
  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
• Mayr M., Dreier MN., Kordon F., Seuret M., Zöllner J., Wu F., Maier A., Christlein V.:
  Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models
  In: International Journal of Computer Vision (2025)
  ISSN: 0920-5691
  DOI: 10.1007/s11263-025-02525-0
  BibTeX: Download

2024

Journal Articles

• Privalov M., Kordon F., Kunze H., Beisemann N., Vetter SY., Franke J., Grützner PA., Swartman B.:
  Software‐based method for automated intraoperative planning of Schoettle Point in surgical medial patellofemoral ligament reconstruction: A comparative validation study
  In: International Journal of Medical Robotics and Computer Assisted Surgery 20 (2024)
  ISSN: 1478-5951
  DOI: 10.1002/rcs.2607
  BibTeX: Download
• Mattick A., Mayr M., Seuret M., Kordon F., Wu F., Christlein V.:
  Evaluating learned feature aggregators for writer retrieval
  In: International Journal on Document Analysis and Recognition 27 (2024), p. 265-274
  ISSN: 1433-2833
  DOI: 10.1007/s10032-024-00482-x
  URL: https://link.springer.com/article/10.1007/s10032-024-00482-x
  BibTeX: Download

Conference Contributions

• Kordon F., Weichselbaumer N., Herz R., van der Loop J., Mossman S., Potten E., Seuret M., Mayr M., Wu F., Christlein V.:
  fang: Fast Annotation of Glyphs in Historical Printed Documents
  16th IAPR International Workshop on Document Analysis Systems, DAS 2024 (Athens, August 30, 2024 - August 31, 2024)
  In: Giorgos Sfikas, George Retsinas (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
  DOI: 10.1007/978-3-031-70442-0_23
  URL: https://link.springer.com/chapter/10.1007/978-3-031-70442-0_23
  BibTeX: Download
• van der Loop J., Kordon F., Mayr M., Christlein V., Wu F., Rodríguez Salas D., Weichselbaumer N., Seuret M.:
  ICDAR 2024 Competition on Multi Font Group Recognition and OCR
  18th International Conference on Document Analysis and Recognition, ICDAR 2024 (Athens, GRC, August 30, 2024 - September 4, 2024)
  In: Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
  DOI: 10.1007/978-3-031-70552-6_23
  URL: https://link.springer.com/chapter/10.1007/978-3-031-70552-6_23
  BibTeX: Download

2023

Journal Articles

• Kordon F., Stiglmayr M., Maier A., Martín Vicario C., Pertlwieser T., Kunze H.:
  A principled representation of elongated structures using heatmaps
  In: Scientific Reports 13 (2023), Article No.: 15253
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-41221-2
  BibTeX: Download
• Kordon F., Weichselbaumer N., Herz R., Mossman S., Potten E., Seuret M., Mayr M., Christlein V.:
  Classification of incunable glyphs and out-of-distribution detection with joint energy-based models
  In: International Journal on Document Analysis and Recognition (2023)
  ISSN: 1433-2833
  DOI: 10.1007/s10032-023-00442-x
  BibTeX: Download
• Doerrich S., Kordon F., Denzinger F., El Barbari JS., Privalov M., Vetter SY., Maier A., Kunze H.:
  Fast 3D YOLOv3 based standard plane regression of vertebral bodies in intra-operative CBCT volumes
  In: Journal of Medical Imaging 10 (2023)
  ISSN: 2329-4310
  DOI: 10.1117/1.JMI.10.3.034503
  BibTeX: Download

Conference Contributions

• Denzinger F., Wels M., Taubmann O., Kordon F., Wagner F., Mehltretter S., Gülsün MA., Schöbinger M., André F., Buß SJ., Görich J., Sühling M., Maier A., Breininger K.:
  Handling Label Uncertainty on the Example of Automatic Detection of Shepherd’s Crook RCA in Coronary CT Angiography
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, April 18, 2023 - April 21, 2023)
  In: Proceedings - International Symposium on Biomedical Imaging 2023
  DOI: 10.1109/ISBI53787.2023.10230565
  BibTeX: Download
• Zenk J., Kordon F., Mayr M., Seuret M., Christlein V.:
  Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents
  7th International Workshop on Historical Document Imaging and Processing, HIP 2023, held in conjunction with ICDAR 2023 (San Jose, CA, August 25, 2023 - August 26, 2023)
  In: ACM International Conference Proceeding Series 2023
  DOI: 10.1145/3604951.3605519
  BibTeX: Download
• Schuster B., Kordon F., Mayr M., Seuret M., Jost S., Kessler J., Christlein V.:
  Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test
  Document Analysis and Recognition - ICDAR 2023 (San José, CA)
  In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (ed.): Document Analysis and Recognition - ICDAR 2023, Cham: 2023
  DOI: 10.1007/978-3-031-41676-7_1
  BibTeX: Download
• Carriere G., Nikolaidou K., Kordon F., Mayr M., Seuret M., Christlein V.:
  Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting
  ICDAR 2023: Document Analysis and Recognition (San José, CA, August 24, 2023 - August 26, 2023)
  In: Mickael Coustaty, Alicia Fornés (ed.): Document Analysis and Recognition – ICDAR 2023 Workshops, Cham: 2023
  DOI: 10.1007/978-3-031-41498-5_1
  BibTeX: Download
• Querfurth Av., Kordon F., Denzinger F., Breininger K., Kunze H.:
  Lung, Nodule and Airway Segmentation Using Partially Annotated Data
  Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, February 19, 2023 - February 23, 2023)
  In: Cristian A. Linte, Jeffrey H. Siewerdsen (ed.): Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling, Bellingham, WA: 2023
  DOI: 10.1117/12.2653419
  BibTeX: Download
• Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
  Abstract: Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning
  Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, July 2, 2023 - July 4, 2023)
  In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
  DOI: 10.1007/978-3-658-41657-7_52
  BibTeX: Download
• Weichselbaumer N., Herz R., van der Loop J., Mossmann S., Potten E., Kordon F., Christlein V.:
  Werck der Bücher – digitale Methoden für die Typenanalyse
  Inkunabelforschung für morgen – Wege, Ziele, Perspektiven. Tagung des Wolfenbütteler Arbeitskreises für Bibliotheks-, Buch- und Mediengeschichte (Wolfenbüttel, September 27, 2023 - September 29, 2023)
  In: Bettina Wagner, Cornel Dora (ed.): Medium Buch, Wiesbaden: 2023
  DOI: 10.13173/WIF.5
  URL: https://www.harrassowitz-verlag.de/isbn_9783447184151.ahtml
  BibTeX: Download

2022

Journal Articles

• Martín Vicario C., Kordon F., Denzinger F., El Barbari JS., Privalov M., Franke J., Thomas S., Kausch L., Maier A., Kunze H.:
  Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes
  In: Journal of Medical Imaging 9 (2022), p. 1-19
  ISSN: 2329-4310
  DOI: 10.1117/1.JMI.9.3.034001
  BibTeX: Download
• Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
  Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery
  In: Journal of Imaging 8 (2022), Article No.: 108
  ISSN: 2313-433X
  DOI: 10.3390/jimaging8040108
  BibTeX: Download
• Gottschalk T., Maier A., Kordon F., Kreher BW.:
  DL-based inpainting for metal artifact reduction for cone beam CT using metal path length information
  In: Medical Physics (2022)
  ISSN: 0094-2405
  DOI: 10.1002/mp.15909
  BibTeX: Download

Conference Contributions

• Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
  Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning
  Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
  In: Wang L, Dou Q, Fletcher PT, Speidel S, Li S (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, Cham: 2022
  DOI: 10.1007/978-3-031-16449-1_59
  BibTeX: Download
• Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
  Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
  Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
  In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin, Wiesbaden: 2022
  DOI: 10.1007/978-3-658-36932-3_17
  BibTeX: Download
• Ravi A., Kordon F., Maier A.:
  Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning
  Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
  In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
  DOI: 10.1007/978-3-658-36932-3_20
  BibTeX: Download
• Arbogast N., Kordon F., Kunze H., Swartman B., El Barbari JS., Breininger K.:
  Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses
  Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
  In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
  DOI: 10.1007/978-3-658-36932-3_30
  BibTeX: Download
• Sukesh R., Fieselmann A., Jaganathan S., Shetty K., Kaergel R., Kordon F., Kappler S., Maier A.:
  Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes
  Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
  In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
  DOI: 10.1007/978-3-658-36932-3_13
  BibTeX: Download
• Kunze H., Kordon F., Maier A., Breininger K.:
  Direct and indirect image rotation estimation methods of orthopedic x-ray images
  SPIE Medical Imaging 2022 (San Diego, CA, February 20, 2022 - March 28, 2022)
  In: Išgum I, Colliot O (ed.): Medical Imaging 2022: Image Processing 2022
  DOI: 10.1117/12.2606045
  BibTeX: Download
• Martín Vicario C., Kordon F., Denzinger F., El Barbari JS., Privalov M., Franke J., Maier A., Kunze H.:
  Normalization techniques for CNN based analysis of surgical cone beam CT volumes
  SPIE Medical Imaging 2022 (San Diego, California, February 20, 2022 - March 28, 2022)
  In: Išgum I, Colliot O (ed.): Medial Imaging 2022, Image Processing 2022
  DOI: 10.1117/12.2606973
  BibTeX: Download

2021

Journal Articles

• Gottschalk T., Maier A., Kordon F., Kreher BW.:
  View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement
  In: Journal Machine Learning for Biomedical Imaging December 2021 issue (2021)
  ISSN: 2766-905X
  Open Access: https://www.melba-journal.org/pdf/2021:018.pdf
  BibTeX: Download

Conference Contributions

• Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
  Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Straßburg, September 27, 2021 - October 1, 2021)
  In: de Bruijne M, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
  DOI: 10.1007/978-3-030-87202-1_54
  URL: https://link.springer.com/chapter/10.1007/978-3-030-87202-1_54
  BibTeX: Download
• Kordon F., Maier A., Kunze H.:
  Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs
  Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
  In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
  DOI: 10.1007/978-3-658-33198-6_85
  BibTeX: Download
• Gottschalk T., Maier A., Kordon F., Kreher BW.:
  Learning-based Patch-wise Metal Segmentation with Consistency Check
  Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
  In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
  DOI: 10.1007/978-3-658-33198-6_4
  BibTeX: Download
• Martín Vicario C., Kordon F., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
  Automatic Plane Adjustment in Surgical Cone Beam CT-volumes
  German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_40
  BibTeX: Download
• Diehm J., Hermann R., Pertlwieser T., Cheng W., Fu W., Kordon F., Maier A.:
  ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images
  HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
  BibTeX: Download
• Sukesh R., Goshika SK., Narayanan SS., Bhombore VV., Fu W., Kordon F., Maier A.:
  Velo-CT – A Collaborative 3D Racing Game as Incentive for Medical Image Annotation
  HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
  BibTeX: Download

Miscellaneous

• Thamm F., Denzinger F., Rist L., Martín Vicario C., Kordon F., Maier A.:
  Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors
  (2021)
  BibTeX: Download
  (Conference report)

2020

Conference Contributions

• Martín Vicario C., Kordon F., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
  Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Lima, October 4, 2020 - October 8, 2020)
  In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
  DOI: 10.1007/978-3-030-59713-9_47
  BibTeX: Download
• Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
  Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee
  International Conference on Medical Image Computing and Computer-Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
  In: Martel AL, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
  DOI: 10.1007/978-3-030-59725-2_65
  BibTeX: Download
• Kordon F., Maier A., Swartman B., Kunze H.:
  Font Augmentation: Implant and Surgical Tool Simulation for X-Ray Image Processing
  Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
  DOI: 10.1007/978-3-658-29267-6_36
  BibTeX: Download
• Kordon F., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
  Multi-Task Framework for X-Ray Guided Planning in Knee Surgery
  Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
  DOI: 10.1007/978-3-658-29267-6_57
  BibTeX: Download
• Fan F., Qiu J., Wang J., Valianos S., Farooq MM., Fu W., Kordon F., Maier A.:
  Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases
  Joint Conference of the GMDS & CEN-IBS 2020 (Online Streaming, September 6, 2020 - September 9, 2020)
  BibTeX: Download

2019

Conference Contributions

• Kordon F., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
  Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery
  22nd International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (Shenzhen, October 13, 2019 - October 17, 2019)
  In: Shen D., Liu T., Peters T.M., Staib L.H., Essert C., Zhou S., Yap P.-T., Khan A. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, Cham: 2019
  DOI: 10.1007/978-3-030-32226-7_69
  BibTeX: Download
• Kordon F., Lasowski R., Swartman B., Franke J., Fischer P., Kunze H.:
  Improved X-Ray Bone Segmentation by Normalization and Augmentation Strategies
  Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
  In: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T. (ed.): Bildverarbeitung für die Medizin 2019, Wiesbaden: 2019
  DOI: 10.1007/978-3-658-25326-4_24
  BibTeX: Download