Dr.-Ing. Vincent Christlein

2026

Journal Articles

• Mei S., Thies M., Xia Y., Sun Y., Wu F., Fan F., Gu M., Ye C., Huang Y., Christlein V., Maier A.:
  Vision transformer Hook for dense predictions
  In: Pattern Recognition 179 (2026), p. 1-12
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2026.113818
  URL: https://www.sciencedirect.com/science/article/pii/S0031320326007831?via=ihub
  BibTeX: Download

Conference Contributions

• Benkert J., Wagner P., Zinnen M., Christlein V., Meisen T.:
  Dataset Curation for a Domain-specific People Detection System
  18th International Conference on Machine Vision, ICMV 2025 (Paris, FRA, October 19, 2025 - October 22, 2025)
  In: Wolfgang Osten (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2026
  DOI: 10.1117/12.3089052
  BibTeX: Download
• Sheta A., Zinnen M., Sindel A., Maier A., Christlein V.:
  Data Augmentation via Latent Diffusion Models for Detecting Smell-Related Objects in Historical Artworks
  Workshops and competitions hosted by the 23rd International Conference on Image Analysis and Processing, ICIAP 2025 (Rome, ITA, September 15, 2025 - September 19, 2025)
  In: Emanuele Rodolà, Fabio Galasso, Iacopo Masi (ed.): Lecture Notes in Computer Science 2026
  DOI: 10.1007/978-3-032-11317-7_42
  BibTeX: Download

2025

Journal Articles

• Wu F., Dreier MN., Gourmelon N., Wind S., Zhang J., Seehaus T., Braun M., Maier A., Christlein V.:
  AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation
  In: IEEE Transactions on Geoscience and Remote Sensing 64 (2025), p. 1-22
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2025.3642764
  URL: https://ieeexplore.ieee.org/document/11296938
  BibTeX: Download
• Dreier MN., Koch M., Gourmelon N., Blindow N., Steinhage D., Wu F., Seehaus T., Braun M., Maier A., Christlein V.:
  IceAnatomy: a benchmark dataset and methodology for automatic ice boundary extraction from radio-echo sounding data
  In: Cryosphere 19 (2025), p. 5337-5359
  ISSN: 1994-0416
  DOI: 10.5194/tc-19-5337-2025
  URL: https://tc.copernicus.org/articles/19/5337/2025/
  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 133 (2025), p. 7054-7075
  ISSN: 0920-5691
  DOI: 10.1007/s11263-025-02525-0
  URL: https://link.springer.com/article/10.1007/s11263-025-02525-0
  BibTeX: Download
• Mayr M., Krenz J., Neumeier K., Bub A., Bürcky S., Brolich N., Herbers K., Habermann M., Fleischmann P., Maier A., Christlein V.:
  Nuremberg Letterbooks: A Multi-Transcriptional Dataset of Early 15th Century Manuscripts for Document Analysis.
  In: Scientific Data 12 (2025), Article No.: 811
  ISSN: 2052-4463
  Open Access: https://www.nature.com/articles/s41597-025-05144-z
  URL: https://www.nature.com/articles/s41597-025-05144-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
• 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
• 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
• 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
• Wittmann E., Buerhop-Lutz C., Bennett S., Christlein V., Hauch J., Brabec C., Peters IM.:
  PV Polaris - Automated PV system Orientation Prediction
  In: IEEE Photonics Journal (2025)
  ISSN: 1943-0655
  DOI: 10.1109/JPHOT.2025.3568887
  BibTeX: Download
• Gourmelon N., Dreier MN., Mayr M., Seehaus T., Pyles DR., Braun M., Maier A., Christlein V.:
  SSL4SAR: Self-Supervised Learning for Glacier Calving Front Extraction from SAR Imagery
  In: IEEE Transactions on Geoscience and Remote Sensing (2025)
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2025.3580945
  BibTeX: Download

Conference Contributions

• Raven T., Christlein V., Fink GA.:
  Interpretable Writer Recognition via Vectors of Locally Aggregated Characters
  Document Analysis and Recognition – ICDAR 2025 (Wuhan, September 16, 2025 - September 21, 2025)
  In: Document Analysis and Recognition – ICDAR 2025 2025
  DOI: 10.1007/978-3-032-04627-7_25
  BibTeX: Download
• Liu S., Huang H., Zinnen M., Maier A., Christlein V.:
  Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces
  In: Computer Vision – ECCV 2024 Workshops, Cham: 2025
  DOI: 10.1007/978-3-031-91572-7_10
  BibTeX: Download
• Hüttner L., Mayr M., Gorges T., Wu F., Seuret M., Maier A., Christlein V.:
  Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition
  2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) (Tucson, Arizona, USA, February 28, 2025 - March 4, 2025)
  In: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) 2025
  DOI: 10.1109/WACVW65960.2025.00146
  URL: https://ieeexplore.ieee.org/document/10972546
  BibTeX: Download
• Schnell M., Gourmelon N., Christlein V., Seuret M.:
  Energy Savings Playing the Lottery
  The 36th British Machine Vision Conference Workshops (Sheffield, November 24, 2025 - November 27, 2025)
  BibTeX: Download

2024

Journal Articles

• Wittmann E., Buerhop-Lutz C., Christlein V., Hauch J., Brabec C., Peters IM.:
  The Voltage-Ear – An Anomaly in photovoltaic systems with undersized inverters
  In: IEEE Photonics Journal (2024), p. 1-6
  ISSN: 1943-0655
  DOI: 10.1109/JPHOT.2024.3430029
  BibTeX: Download
• Zinnen M., Madhu P., Leemans I., Bell P., Hussian A., Tran TMH., Hürriyetoğlu A., Maier A., Christlein V.:
  Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
  In: Expert Systems With Applications 255, Part B (2024), Article No.: 124576
  ISSN: 0957-4174
  DOI: 10.1016/j.eswa.2024.124576
  BibTeX: Download
• Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
  Contextual HookFormer for Glacier Calving Front Segmentation
  In: IEEE Transactions on Geoscience and Remote Sensing 62 (2024), p. 1-15
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2024.3368215
  URL: https://ieeexplore.ieee.org/document/10440599
  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
• Zinnen M., Christlein V.:
  Odeuropa und der Duft der Bilder
  In: Schönere Heimat (2024), p. 225-229
  ISSN: 0177-4492
  URL: https://heimat-bayern-kaufladen.de/Schoenere-Heimat-2024-Heft-3/SW10437
  BibTeX: Download
  (Zeitungsartikel)
• Zinnen M., Hussian A., Maier A., Christlein V.:
  Recognizing sensory gestures in historical artworks
  In: Multimedia Tools and Applications (2024)
  ISSN: 1380-7501
  DOI: 10.1007/s11042-024-20502-6
  BibTeX: Download

Conference Contributions

• Huang H., Zinnen M., Liu S., Maier A., Christlein V.:
  Scene Classification on Fine Arts with Style Transfer
  SUMAC '24: 6th workshop on the analySis, Understanding and proMotion of heritAge Contents
  In: SUMAC '24: Proceedings of the 6th workshop on the analySis, Understanding and proMotion of heritAge Contents 2024
  DOI: 10.1145/3689094.3689468
  BibTeX: Download
• Patoliya V., Zinnen M., Maier A., Christlein V.:
  Smell and Emotion: Recognising Emotions in Smell-Related Artworks
  Digital Humanities Conference 2024 (Arlington, VA, August 6, 2024 - August 9, 2024)
  BibTeX: Download
• Dreier MN., Gourmelon N., Koch M., Seehaus T., Braun M., Maier A., Christlein V.:
  A Benchmark Dataset for Radio Echo Sounding Data
  European Geosciences Union 2024 (Wien, April 14, 2024 - April 19, 2024)
  DOI: 10.5194/egusphere-egu24-11310
  BibTeX: Download
• 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
• Hussian A., Zinnen M., Tran TMH., Maier A., Christlein V.:
  Gesture Classification in Artworks Using Contextual Image Features
  Digital Humanities Conference 2024 (The Roy Rosenzweig Center for History and New Media, Arlington, August 6, 2024 - August 9, 2024)
  BibTeX: Download
• van der Loop J., Kordon F., Mayr M., Christlein V., Wu F., Rodriguez 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

Authored Books

• Schubert A., Hess D., Heydenreich G., Mack O., Maier A., Görres D., Hänsch AA., Klinke T., Ottweiler W., Sindel A., Christlein V.:
  Kritischer Katalog der Luther-Bildnisse (1519-1530)
  Gütersloher Verlagshaus, 2023
  (Quellen und Forschungen zur Reformationsgeschichte, Vol.104)
  ISBN: 978-3-579-05987-7
  BibTeX: Download
• Conjeti S., Demirci S., Christlein V.:
  Image retrieval in big image data
  Elsevier, 2023
  ISBN: 9780128136577
  DOI: 10.1016/B978-0-12-813657-7.00037-6
  BibTeX: Download

Journal Articles

• Herrmann O., Gourmelon N., Seehaus T., Maier A., Fürst J., Braun M., Christlein V.:
  Out-of-the-box Calving Front Detection Method Using Deep Learning
  In: Cryosphere 17 (2023), p. 4957–4977
  ISSN: 1994-0416
  DOI: 10.5194/tc-17-4957-2023
  BibTeX: Download
• Wu F., Zhang J., Xu Z., Maier A., Christlein V.:
  Updating Siamese trackers using peculiar mixup
  In: Applied Intelligence 53 (2023), p. 22531-22545
  ISSN: 0924-669X
  DOI: 10.1007/s10489-023-04546-z
  URL: https://link.springer.com/article/10.1007/s10489-023-04546-z
  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
• van Erp M., Tullett W., Christlein V., Ehrhart T., Hürriyetoğlu A., Leemans I., Lisena P., Menini S., Schwabe D., Tonelli S., Troncy R., Zinnen M.:
  More than the Name of the Rose
  In: American Historical Review 128 (2023), p. 335-369
  ISSN: 0002-8762
  DOI: 10.1093/ahr/rhad141
  BibTeX: Download
• Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
  AMD-HookNet for Glacier Front Segmentation
  In: IEEE Transactions on Geoscience and Remote Sensing 61 (2023), p. 1-12
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2023.3245419
  URL: https://ieeexplore.ieee.org/document/10044700
  BibTeX: Download
• Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
  Author Correction: DeepNAPSI multi-reader nail psoriasis prediction using deep learning.
  In: Scientific Reports 13 (2023)
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-37790-x
  BibTeX: Download

Book Contributions

• Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minnopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
  DeepNAPSI multi-reader nail psoriasis prediction using deep learning
  In: Nature Scientific Reports, 2023, p. 5329
  DOI: 10.1038/s41598-023-32440-8
  BibTeX: Download

Conference Contributions

• Farooq MT., Leipert M., Maier A., Christlein V.:
  Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5
  2023 IEEE Symposium Series on Computational Intelligence (Ciudad de Mexico, December 5, 2023 - December 8, 2023)
  DOI: 10.1109/SSCI52147.2023.10372041
  URL: https://ieeexplore.ieee.org/document/10372041
  BibTeX: Download
• Zinnen M., Hussian A., Tran TMH., Madhu P., Maier A., Christlein V.:
  SniffyArt: The Dataset of Smelling Persons
  SUMAC '23: Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (Ottawa ON, Canada)
  In: Proceedings of the 5th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents 2023
  DOI: 10.1145/3607542.3617357
  URL: https://arxiv.org/abs/2311.11888
  BibTeX: Download
• Gourmelon N., Seehaus T., Klink J., Braun M., Maier A., Christlein V.:
  CaFFe - a Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery
  International Geoscience and Remote Sensing Symposium 2023 (Pasadena, California, July 16, 2023 - July 21, 2023)
  In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023
  DOI: 10.1109/IGARSS52108.2023.10283406
  BibTeX: Download
• Gourmelon N., Klink J., Seehaus T., Braun M., Maier A., Christlein V.:
  Conditional Random Fields for Improving Deep Learning-based Glacier Calving Front Delineations
  International Geoscience and Remote Sensing Symposium 2023 (Pasadena, California, July 16, 2023 - July 21, 2023)
  In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023
  DOI: 10.1109/IGARSS52108.2023.10282915
  URL: https://ieeexplore.ieee.org/document/10282915
  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
• Seuret M., van der Loop J., Weichselbaumer N., Mayr M., Molnar J., Hass T., Christlein V.:
  Combining OCR Models for Reading Early Modern Books
  17th International Conference on Document Analysis and Recognition, ICDAR 2023 (San José, CA, August 21, 2023 - August 26, 2023)
  In: Gernot A. Fink, Rajiv Jain, Koichi Kise, Richard Zanibbi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Cham: 2023
  DOI: 10.1007/978-3-031-41734-4_21
  BibTeX: Download
• Seuret M., Marthot-Santaniello I., White SA., Serbaeva Saraogi O., Agolli S., Carrière G., Rodriguez Salas D., Christlein V.:
  ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri
  17th International Conference on Document Analysis and Recognition - ICDAR 2023 (San José, CA, USA, August 21, 2023 - August 23, 2023)
  In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (ed.): Document Analysis and Recognition - ICDAR 2023, Cham: 2023
  DOI: 10.1007/978-3-031-41679-8_29
  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
• Nikolaidou K., Retsinas G., Christlein V., Seuret M., Sfikas G., Barney Smith E., Mokayed H., Liwicki M.:
  WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models
  International Conference on Document Analysis and Recognition (San José, CA, August 21, 2023 - August 26, 2023)
  In: Lecture Notes in Computer Science, Cham: 2023
  DOI: 10.1007/978-3-031-41679-8_22
  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
• Nicolaou A., Luger D., Decker F., Renet N., Christlein V., Vogeler G.:
  Efficient Annotation of Medieval Charters
  International Conference on Document Analysis and Recognition (San José, CA, USA, August 21, 2023 - August 26, 2023)
  In: Mickael Coustaty, Alicia Fornés (ed.): Document Analysis and Recognition – ICDAR 2023 Workshops. 2023
  DOI: 10.1007/978-3-031-41498-5_20
  BibTeX: Download
• Sindel A., Maier A., Christlein V.:
  A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet
  Pattern Recognition for Cultural Heritage (PatReCH) 2022 Workshop at the 26th International Conference on Pattern Recognition (ICPR) 2022 (Online (Montreal, QC, Canada), August 21, 2022 - August 21, 2022)
  In: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges 2023
  DOI: 10.1007/978-3-031-37731-0_9
  URL: https://arxiv.org/pdf/2208.08836.pdf
  BibTeX: Download
• Sindel A., Maier A., Christlein V.:
  A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis
  Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
  In: Bildverarbeitung für die Medizin 2023, Wiesbaden: 2023
  DOI: 10.1007/978-3-658-41657-7_11
  URL: https://arxiv.org/pdf/2306.02901.pdf
  BibTeX: Download
• Sindel A., Maier A., Christlein V.:
  ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints
  Vision for Art (VISART VI) 2022 at European Conference on Computer Vision (ECCV) 2022 (Tel Aviv, October 23, 2022 - October 27, 2022)
  In: Computer Vision – ECCV 2022 Workshops. ECCV 2022 2023
  DOI: 10.1007/978-3-031-25056-9_20
  URL: https://arxiv.org/pdf/2210.09204.pdf
  BibTeX: Download
• Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
  Abstract: Is Medical Chest X-ray Data Anonymous?
  German Workshop on Medical Image Computing (Braunschweig, 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_44
  BibTeX: Download
• Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
  Comparability of Deep Learning Techniques for Calving Front Segmentation in SAR Imagery
  European Geoscience Union General Assembly 2023 (Vienna, April 23, 2023 - April 28, 2023)
  DOI: 10.5194/egusphere-egu23-5069
  URL: https://meetingorganizer.copernicus.org/EGU23/EGU23-5069.html
  BibTeX: Download
• Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Sticherling M., Simon D., Schett G., Maier A., Kleyer A.:
  Deepnapsi: Deep Learning for Nail Psoriasis Prediction
  20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
  In: Proceedings - International Symposium on Biomedical Imaging 2023
  DOI: 10.1109/ISBI53787.2023.10230472
  BibTeX: Download
• Akdemir K., Hürriyetoğlu A., Troncy R., Paccosi T., Menini S., Zinnen M., Christlein V.:
  Multimodal and Multilingual Understanding of Smells using VilBERT and mUNITER
  2022 MediaEval Workshop, MediaEval 2022 (Virtual, Online, NOR, January 12, 2023 - January 13, 2023)
  In: Steven Hicks, Alba Garcia Seco De Herrera, Johannes Langguth, Johannes Langguth, Andreas Lommatzsch, Stelios Andreadis, Minh-Son Dao, Pierre-Etienne Martin, Ali Hurriyetoglu, Vajira Thambawita, Tor-Arne Nordmo, Romain Vuillemot, Martha Larson (ed.): CEUR Workshop Proceedings 2023
  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

• Dutta B., Root K., Ullmann I., Wagner F., Mayr M., Seuret M., Thies M., Stromer D., Christlein V., Schür J., Maier A., Huang Y.:
  Deep learning for terahertz image denoising in nondestructive historical document analysis
  In: Scientific Reports 12 (2022), p. 1-11
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-26957-7
  URL: https://www.nature.com/articles/s41598-022-26957-7
  BibTeX: Download
• Madhu P., Marquart T., Kosti RV., Suckow D., Bell P., Maier A., Christlein V.:
  ICC++: Explainable Feature Learning for Art History using Image Compositions
  In: Pattern Recognition (2022), p. 109153
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2022.109153
  BibTeX: Download
• Madhu P., Villar-Corrales A., Kosti RV., Bendschus T., Reinhardt C., Bell P., Maier A., Christlein V.:
  Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning
  In: Journal of Computing and Cultural Heritage (2022)
  ISSN: 1556-4673
  DOI: 10.1145/3569089
  BibTeX: Download
• Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
  Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imagery
  In: Earth System Science Data 14 (2022), p. 4287--4313
  ISSN: 1866-3508
  DOI: 10.5194/essd-14-4287-2022
  URL: https://essd.copernicus.org/articles/14/4287/2022/
  BibTeX: Download
• Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
  Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data
  In: Scientific Reports 12 (2022), Article No.: 14851
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-19045-3
  BibTeX: Download
• Periyasamy M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
  How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
  In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2022)
  ISSN: 1939-1404
  DOI: 10.1109/JSTARS.2022.3148033
  BibTeX: Download
• Davari A., Baller C., Seehaus T., Braun M., Maier A., Christlein V.:
  Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
  In: IEEE Transactions on Geoscience and Remote Sensing 60 (2022), p. 1-10
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2022.3158591
  URL: https://arxiv.org/pdf/2103.05715
  BibTeX: Download

Conference Contributions

• Christlein V., Marthot-Santaniello I., Mayr M., Nicolaou A., Seuret M.:
  Writer Retrieval and Writer Identification in Greek Papyri
  International Graphonomics Conference (Las Palmas de Gran Canaria, June 7, 2022 - June 9, 2022)
  In: Springer (ed.): Intertwining Graphonomics with Human Movements 2022
  DOI: 10.1007/978-3-031-19745-1_6
  BibTeX: Download
• Sindel A., Hohberger B., Maier A., Christlein V.:
  Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
  International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022 (Singapore, September 18, 2022 - September 22, 2022)
  In: Wang, L., Dou, Q., Fletcher, P.T., Speidel, S., Li, S. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 2022
  DOI: 10.1007/978-3-031-16446-0_11
  BibTeX: Download
• Zinnen M., Madhu P., Bell P., Maier A., Christlein V.:
  Transfer Learning for Olfactory Object Detection
  Digital Humanities 2022 (Tokyo, Japan, Online, July 25, 2022 - July 29, 2022)
  In: Alliance of Digital Humanities Organizations (ed.): Digital Humanities 2022 Conference Abstracts 2022
  Open Access: https://arxiv.org/abs/2301.09906
  URL: https://dh2022.dhii.asia/dh2022bookofabsts.pdf
  BibTeX: Download
• Schmidt A., Madhu P., Maier A., Christlein V., Kosti RV.:
  ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings
  2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, April 19, 2022 - April 22, 2022)
  DOI: 10.1109/IPTA54936.2022.9784144
  BibTeX: Download
• Madhu P., Meyer A., Zinnen M., Mührenberg L., Suckow D., Bendschus T., Reinhardt C., Bell P., Verstegen U., Kosti RV., Maier A., Christlein V.:
  One-Shot Object Detection in Heterogeneous Artwork Datasets
  2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, Austria, April 19, 2022 - April 22, 2022)
  DOI: 10.1109/IPTA54936.2022.9784141
  BibTeX: Download
• Sukesh R., Seuret M., Nicolaou A., Mayr M., Christlein V.:
  A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches
  15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
  In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-06555-2_52
  BibTeX: Download
• Mayr M., Felker A., Maier A., Christlein V.:
  Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents
  15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
  In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-06555-2_40
  BibTeX: Download
• Mattick A., Mayr M., Maier A., Christlein V.:
  Is Multitask Learning Always Better?
  15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, May 22, 2022 - May 25, 2022)
  In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-06555-2_45
  BibTeX: Download
• Sindel A., Hohberger B., Fassihi Dehcordi S., Mardin C., Lämmer R., Maier A., Christlein V.:
  A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration
  Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
  In: Maier-Hein, K., Deserno, T.M., Handels, H., Maier, A., Palm, C., Tolxdorff, T. (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
  DOI: 10.1007/978-3-658-36932-3_12
  URL: https://arxiv.org/pdf/2201.02242.pdf
  BibTeX: Download
• Kunzmann S., Marzahl C., Denzinger F., Bertram C., Klopfleisch R., Breininger K., Christlein V., Maier A.:
  First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain
  German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
  In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
  DOI: 10.1007/978-3-658-36932-3_48
  BibTeX: Download
• Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
  Dissecting Glaciers - Can an Automated Bio-Medical Image Segmentation Tool also Segment Glaciers?
  EGU General Assembly 2022 (Vienna, Austria, May 23, 2022 - May 27, 2022)
  DOI: 10.5194/egusphere-egu22-2726
  BibTeX: Download
• Koch T., Liebezeit F., Rieß C., Christlein V., Köhler T.:
  Exploring the Open World Using Incremental Extreme Value Machines
  International Conference on Pattern Recognition (ICPR) (Montréal, August 21, 2022 - August 25, 2022)
  In: 2022 26th International Conference on Pattern Recognition (ICPR) 2022
  DOI: 10.1109/ICPR56361.2022.9956423
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Koch-ICPR.pdf
  BibTeX: Download
• Zinnen M., Madhu P., Kosti RV., Bell P., Maier A., Christlein V.:
  ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition
  26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA) (Montreal)
  In: 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), NEW YORK: 2022
  DOI: 10.1109/ICPR56361.2022.9956542
  BibTeX: Download
• Sindel A., Hernandez A., Yang SH., Christlein V., Maier A.:
  SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks
  OAGM Workshop 2021 (, November 24, 2021 - November 25, 2021)
  In: Proceedings of the OAGM Workshop 2021. Computer Vision and Pattern Analysis Across Domains 2022
  DOI: 10.3217/978-3-85125-869-1-10
  URL: https://openlib.tugraz.at/download.php?id=621f329186973&location=browse
  BibTeX: Download
• Nicolaou A., Christlein V., Riba E., Shi J., Vogeler G., Seuret M.:
  TorMentor: Deterministic dynamic-path, data augmentations with fractals
  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (New Orleans, LA, June 19, 2022 - June 20, 2022)
  In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022
  DOI: 10.1109/CVPRW56347.2022.00305
  BibTeX: Download

2021

Journal Articles

• Martindale C., Christlein V., Klumpp P., Eskofier B.:
  Wearables-based multi-task gait and activity segmentation using recurrent neural networks
  In: Neurocomputing 432 (2021), p. 250-261
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2020.08.079
  BibTeX: Download
• Davari A., Islam S., Seehaus T., Hartmann A., Braun M., Maier A., Christlein V.:
  On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
  In: IEEE Transactions on Geoscience and Remote Sensing (2021), p. 1-12
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2021.3115883
  URL: https://arxiv.org/abs/2102.08312
  BibTeX: Download
• Sindel A., Klinke T., Maier A., Christlein V.:
  ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints
  In: Journal of Imaging 7 (2021), Article No.: 120
  ISSN: 2313-433X
  DOI: 10.3390/jimaging7070120
  URL: https://www.mdpi.com/2313-433X/7/7/120
  BibTeX: Download
• Hoffmann M., Köhler T., Doll B., Schebesch F., Talkenberg F., Peters IM., Brabec C., Maier A., Christlein V.:
  Joint Super-Resolution and Rectification for Solar Cell Inspection
  In: IEEE Journal of Photovoltaics 11 (2021), p. 1051-1058
  ISSN: 2156-3381
  DOI: 10.1109/JPHOTOV.2021.3072229
  URL: https://arxiv.org/pdf/2011.05003.pdf
  BibTeX: Download
• Hoffmann M., Buerhop-Lutz C., Reeb L., Pickel T., Winkler T., Doll B., Würfl T., Peters IM., Brabec C., Maier A., Christlein V.:
  Deep Learning-based Pipeline for Module Power Prediction from EL Measurements
  In: Progress in Photovoltaics: Research and Applications (2021)
  ISSN: 1099-159X
  DOI: 10.1002/pip.3416
  BibTeX: Download
• Lenc L., Martínek J., Král P., Nicolao A., Christlein V.:
  HDPA: historical document processing and analysis framework
  In: Evolving Systems 12 (2021), p. 177–190
  ISSN: 1868-6478
  DOI: 10.1007/s12530-020-09343-4
  BibTeX: Download

Conference Contributions

• Hartmann A., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
  Bayesian U-Net for Segmenting Glaciers in Sar Imagery
  2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (Brussels, July 11, 2021 - July 16, 2021)
  DOI: 10.1109/IGARSS47720.2021.9554292
  URL: https://arxiv.org/abs/2101.03249
  BibTeX: Download
• Holzmann M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
  Glacier Calving Front Segmentation Using Attention U-Net
  2021 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) (Brussels, July 11, 2021 - July 16, 2021)
  DOI: 10.1109/IGARSS47720.2021.9555067
  URL: https://arxiv.org/abs/2101.03247
  BibTeX: Download
• Dietrich-Sussner R., Davari A., Seehaus T., Braun M., Christlein V., Maier A., Rieß C.:
  Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm
  2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (Brussels, July 11, 2021 - July 16, 2021)
  DOI: 10.1109/IGARSS47720.2021.9553853
  URL: https://arxiv.org/abs/2101.03252
  BibTeX: Download
• Seuret M., Nicolaou A., Rodríguez-Salas D., Weichselbaumer N., Stutzmann D., Mayr M., Maier A., Christlein V.:
  ICDAR 2021 Competition on Historical Document Classification
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, September 5, 2021 - September 10, 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Document Analysis and Recognition – ICDAR 2021 2021
  DOI: 10.1007/978-3-030-86337-1_41
  BibTeX: Download
• Sindel A., Maier A., Christlein V.:
  CraquelureNet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration
  2021 IEEE International Conference on Image Processing (ICIP) (Online ( Anchorage, AK, USA ), September 19, 2021 - September 22, 2021)
  DOI: 10.1109/ICIP42928.2021.9506071
  URL: https://www.researchgate.net/publication/354690882_CraquelureNet_Matching_The_Crack_Structure_In_Historical_Paintings_For_Multi-Modal_Image_Registration
  BibTeX: Download
• Hoffmann M., Hepp J., Doll B., Buerhop-Lutz C., Peters IM., Brabec C., Maier A., Christlein V.:
  Module-Power Prediction from PL Measurements using Deep Learning
  (2021)
  ISSN: 0160-837
  DOI: 10.1109/PVSC43889.2021.9519005
  URL: https://arxiv.org/pdf/2108.13640.pdf
  BibTeX: Download
• Gourmelon N., Seehaus T., Davari A., Braun M., Maier A., Christlein V.:
  Tapping the Potential of Earth Observation - Calving Front Detection in SAR Images using Deep Learning Techniques
  EGU General Assembly 2021 (, April 19, 2021 - May 30, 2021)
  DOI: 10.5194/egusphere-egu21-11280
  BibTeX: Download
• Tayebi Arasteh S., Monajem M., Christlein V., Heinrich P., Nicolao A., Boldaji HN., Lotfinia M., Evert S.:
  How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies
  IEEE 15th International Conference on Semantic Computing (ICSC) (Laguna Hills, CA, January 27, 2021 - January 29, 2021)
  In: IEEE (ed.): 2021 IEEE 15th International Conference on Semantic Computing (ICSC) 2021
  DOI: 10.1109/ICSC50631.2021.00068
  URL: https://ieeexplore.ieee.org/document/9364527
  BibTeX: Download
• Symeonidi A., Nicolaou A., Johannes F., Christlein V.:
  Recursive Convolutional Neural Networks for Epigenomics
  25th International Conference on Pattern Recognition (ICPR) (Milan, January 10, 2021 - January 15, 2021)
  DOI: 10.1109/ICPR48806.2021.9412272
  BibTeX: Download
• Biendl M., Sindel A., Klinke T., Maier A., Christlein V.:
  Automatic Chain Line Segmentation in Historical Prints
  International Workshop on Fine Art Pattern Extraction and Recognition (FAPER) at International Conference on Pattern Recognition (ICPR) (Online (Milan, Italy), January 11, 2021 - January 11, 2021)
  In: Pattern Recognition. ICPR International Workshops and Challenges 2021
  DOI: 10.1007/978-3-030-68796-0_47
  BibTeX: Download
• Christlein V., Weichselbaumer N., Limbach S., Seuret M.:
  Proof of Concept: Automatic Type Recognition
  In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
  DOI: 10.18420/inf2020_122
  URL: https://dl.gi.de/handle/20.500.12116/34712
  BibTeX: Download
• Mattick A., Mayr M., Seuret M., Maier A., Christlein V.:
  SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-86549-8_18
  URL: https://arxiv.org/abs/2105.10528
  BibTeX: Download
• Wang Z., Maier A., Christlein V.:
  Towards End-to-End Deep Learning-based Writer Identification
  In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
  DOI: 10.18420/inf2020_126
  URL: https://dl.gi.de/handle/20.500.12116/34716
  BibTeX: Download

2020

Journal Articles

• Baierer K., Boenig M., Engl E., Hartmann V., Neudecker C., Altenhoener R., Geyken A., Mangei J., Stotzka R., Dengel A., Jenckel M., Gehrke A., Puppe F., Weil S., Sachunsky R., Heyer G., Fink F., Schulz KU., Weichselbaumer N., Limbach S., Seuret M., Dong R., Burghardt M., Christlein V., Triet Ho Anh Doan ., Dogan ZM., Panzer JH., Schima-Voigt K., Wieder P.:
  OCR-D Compact: Results and State of Research in the Funding Initiative
  In: Bibliothek Forschung und Praxis 44 (2020), p. 218-230
  ISSN: 1865-7648
  DOI: 10.1515/bfp-2020-0024
  BibTeX: Download
• Weichselbaumer N., Seuret M., Limbach S., Dong R., Burghardt M., Christlein V.:
  New Approaches to OCR for Early Printed Books
  In: DigItalia 2 (2020)
  ISSN: 1972-621X
  DOI: 10.36181/digitalia-00015
  URL: http://digitalia.sbn.it/article/view/2630
  BibTeX: Download

Book Contributions

• Jordan S., Seuret M., Král P., Lenc L., Martínek J., Wiermann B., Schwinger T., Maier A., Christlein V.:
  Re-Ranking for Writer Identification and Writer Retrieval
  In: Document Analysis Systems, 2020, p. 572-586
  ISBN: 9783030570576
  DOI: 10.1007/978-3-030-57058-3_40
  URL: https://arxiv.org/abs/2007.07101
  BibTeX: Download
• Leipert M., Vogeler G., Seuret M., Maier A., Christlein V.:
  The Notary in the Haystack – Countering Class Imbalance in Document Processing with CNNs
  In: Xiang Bai, Dimosthenis Karatzas, Daniel Lopresti (ed.): Document Analysis Systems, 2020, p. 246-261
  ISBN: 9783030570576
  DOI: 10.1007/978-3-030-57058-3_18
  URL: https://arxiv.org/abs/2007.07943
  BibTeX: Download
• Bootwala A., Breininger K., Maier A., Christlein V.:
  Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval
  In: Thomas Tolxdorff; Thomas M. Deserno; Heinz Handels; Andreas Maier; Klaus H. Maier-Hein; Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: Springer Vieweg, 2020, p. 144-149 (Informatik aktuell)
  ISBN: 9783658292669
  DOI: 10.1007/978-3-658-29267-6_30
  BibTeX: Download
• Maier A., Christlein V., Breininger K., Wuerfl T., Unberath M., Rieß C.:
  Bildanalyse
  In: Günther Görz, Ute Schmid, Tanya Braun (ed.): Handbuch der Künstichen Intelligenz, De Gruyter, 2020, p. 673--712
  DOI: 10.1515/9783110659948-015
  BibTeX: Download

Conference Contributions

• Seuret M., Nicolaou A., Stutzmann D., Maier A., Christlein V.:
  ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments
  17th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Dortmund, September 8, 2020 - September 10, 2020)
  DOI: 10.1109/ICFHR2020.2020.00048
  BibTeX: Download
• Sindel A., Maier A., Christlein V.:
  Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks
  2020 IEEE International Conference on Image Processing (ICIP 2020) (Online (Abu Dhabi, United Arab Emirates), October 25, 2020 - October 28, 2020)
  DOI: 10.1109/ICIP40778.2020.9191117
  URL: https://www.researchgate.net/publication/346488040_Art2Contour_Salient_Contour_Detection_in_Artworks_Using_Generative_Adversarial_Networks
  BibTeX: Download
• Weichselbaumer N., Seuret M., Limbach S., Hinrichsen L., Maier A., Christlein V.:
  The rapid rise of Fraktur
  7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum (Paderborn, March 2, 2020 - March 6, 2020)
  DOI: 10.5281/zenodo.3666690
  BibTeX: Download
• Madhu P., Marquart T., Kosti RV., Bell P., Maier A., Christlein V.:
  Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors
  ECCV 2020 (Glasgow, August 23, 2020 - August 28, 2020)
  In: Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm (ed.): Computer Vision – ECCV 2020 Workshops. ECCV 2020, Switzerland: 2020
  DOI: 10.1007/978-3-030-66096-3_9
  URL: https://link.springer.com/chapter/10.1007/978-3-030-66096-3_9
  BibTeX: Download
• Sindel A., Maier A., Christlein V.:
  A Visualization Tool for Image Fusion of Artworks
  25th International Conference on Cultural Heritage and New Technologies (Online (Vienna, Austria), November 4, 2020 - November 6, 2020)
  URL: https://archiv.chnt.at/wp-content/uploads/A-Visualization-Tool-for-Image-Fusion-of-Artworks.pdf
  BibTeX: Download
• Madhu P., Kosti RV., Bendschus T., Reinhardt C., Bell P., Christlein V., Maier A.:
  Deep Learning based Attribute Representation in Ancient Vase Paintings
  Digital Humanities 2020 - Intersections/Carrefours (Ottawa, Canada, July 22, 2020 - July 24, 2020)
  In: Digital Humanities 2020 - Intersections/Carrefours 2020
  BibTeX: Download
• Mayr M., Stumpf M., Nicolaou A., Seuret M., Maier A., Christlein V.:
  Spatio-Temporal Handwriting Imitation
  European Conference on Computer Vision (Online, August 23, 2020 - August 28, 2020)
  DOI: 10.1007/978-3-030-68238-5_38
  URL: https://link.springer.com/chapter/10.1007/978-3-030-68238-5_38
  BibTeX: Download
• Madhu P., Gupta J., Kosti RV., Bell P., Maier A., Christlein V.:
  Towards Image Caption Generation for Art Historical Data
  URL: https://aidh.kinf.wiai.uni-bamberg.de/02_Gupta_et_al_Towards_Image_Caption_Generation_etc.pdf
  BibTeX: Download

2019

Journal Articles

• Maier A., Stromer D., Christlein V., Bell P.:
  Bausteine auf dem Weg zu einer virtuellen Zeitmanschiene – ein Editionsprojekt über lange Dauer
  In: Magazin für digitale Editionswissenschaften 5 (2019), p. 7-17
  ISSN: 2364-0855
  Open Access: https://www.mde.fau.de/files/2019/10/MdE_05_19_Maier_Stromer_Christlein_Bell_fertig.pdf
  URL: https://www.mde.fau.de/files/2019/10/MdE_05_19_Maier_Stromer_Christlein_Bell_fertig.pdf
  BibTeX: Download
• Deitsch S., Christlein V., Berger S., Buerhop-Lutz C., Maier A., Gallwitz F., Riess C.:
  Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images
  In: Solar Energy 185 (2019), p. 455-468
  ISSN: 0038-092X
  DOI: 10.1016/j.solener.2019.02.067
  URL: https://arxiv.org/pdf/1807.02894.pdf
  BibTeX: Download
  (Techreport)
• Stromer D., Christlein V., Huang X., Zippert P., Hausotte T., Maier A.:
  Virtual cleaning and unwrapping of non-invasively digitized soiled bamboo scrolls
  In: Scientific Reports 9 (2019), Article No.: 2311
  ISSN: 2045-2322
  DOI: 10.1038/s41598-019-39447-0
  BibTeX: Download

Conference Contributions

• Madhu P., Kosti RV., Mührenberg L., Bell P., Maier A., Christlein V.:
  Recognizing Characters in Art History Using Deep Learning
  SUMAC 2019 - The 1st workshop on Structuring and Understanding of Multimedia heritAge Contents (Nice, October 21, 2019 - October 25, 2019)
  In: Recognizing Characters in Art History Using Deep Learning 2019
  DOI: 10.1145/3347317.3357242
  BibTeX: Download
• Seuret M., Limbach S., Weichselbaumer N., Maier A., Christlein V.:
  Dataset of pages from early printed books with multiple font groups
  5th International Workshop on Historical Document Imaging and Processing, HIP 2019, held in conjunction with ICDAR 2019 (Sydney, NSW, September 20, 2019 - September 21, 2019)
  In: ACM International Conference Proceeding Series 2019
  DOI: 10.1145/3352631.3352640
  BibTeX: Download
• Mayr M., Hoffmann M., Maier A., Christlein V.:
  Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm
  2019 IEEE International Conference on Image Processing (Taipei, September 22, 2019 - September 25, 2019)
  In: IEEE (ed.): 2019 IEEE International Conference on Image Processing (ICIP) 2019
  DOI: 10.1109/ICIP.2019.8803116
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Mayr19-WSS.pdf
  BibTeX: Download
• Nicolaou A., Dey S., Christlein V., Maier A., Karatzas D.:
  Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings
  2nd International Workshop on Reproducible Research in Pattern Recognition, RRPR 2018 (Beijing, August 20, 2018 - August 20, 2018)
  In: Hugues Talbot, Pascal Monasse, Bertrand Kerautret, Miguel Colom, Daniel Lopresti (ed.): RRPR 2018: Reproducible Research in Pattern Recognition 2019
  DOI: 10.1007/978-3-030-23987-9_5
  URL: https://arxiv.org/pdf/1806.07171.pdf
  BibTeX: Download
• Weichselbaumer N., Seuret M., Limbach S., Christlein V., Maier A.:
  Automatic Font Group Recognition in Early Printed Books
  DHd 2019 (Mainz und Frankfurt, March 25, 2019 - March 29, 2019)
  In: Patrick Sahle (ed.): 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum e.V. 2019
  DOI: 10.5281/zenodo.2596095
  URL: https://zenodo.org/record/2596095
  BibTeX: Download
• Christlein V., Spranger L., Seuret M., Nikolaou A., Král P., Maier A.:
  Deep Generalized Max Pooling
  2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
  In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
  DOI: 10.1109/ICDAR.2019.00177
  URL: https://arxiv.org/abs/1908.05040
  BibTeX: Download
• Hoffmann M., Doll B., Talkenberg F., Brabec C., Maier A., Christlein V.:
  Fast and Robust Detection of Solar Modules in Electroluminescence Images
  18th International Conference on Computer Analysis of Images and Patterns (Salerno, September 2, 2019 - September 6, 2019)
  In: Springer, Cham (ed.): Computer Analysis of Images and Patterns 2019
  DOI: 10.1007/978-3-030-29891-3
  URL: https://www.researchgate.net/publication/335361806_Fast_and_Robust_Detection_of_Solar_Modules_in_Electroluminescence_Images
  BibTeX: Download
• Martínek J., Lenc L., Král P., Nikolaou A., Christlein V.:
  Hybrid Training Data for Historical Text OCR
  2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
  In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
  DOI: 10.1109/ICDAR.2019.00096
  URL: https://www.researchgate.net/profile/Vincent_Christlein/publication/339025333_Hybrid_Training_Data_for_Historical_Text_OCR/links/5e41bf48a6fdccd9659a17e2/Hybrid-Training-Data-for-Historical-Text-OCR.pdf
  BibTeX: Download
• Christlein V., Nikolaou A., Seuret M., Stutzmann D., Maier A.:
  ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents
  2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
  In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
  DOI: 10.1109/ICDAR.2019.00242
  URL: https://arxiv.org/abs/1912.03713
  BibTeX: Download

Thesis

• Christlein V.:
  Handwriting Analysis with Focus on Writer Identification and Writer Retrieval (Dissertation, 2019)
  URL: https://open.fau.de/handle/openfau/10952
  BibTeX: Download

2018

Journal Articles

• Würfl T., Hoffmann M., Christlein V., Breininger K., Huang Y., Unberath M., Maier A.:
  Deep Learning Computed Tomography: Learning Projection-Domain Weights from Image Domain in Limited Angle Problems
  In: IEEE Transactions on Medical Imaging 37 (2018), p. 1454-1463
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2018.2833499
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Wurfl18-DLC.pdf
  BibTeX: Download
• Stromer D., Christlein V., Martindale C., Zippert P., Haltenberger E., Hausotte T., Maier A.:
  Browsing through sealed historical manuscripts by using 3-D computed tomography with low-brilliance X-ray sources
  In: Scientific Reports 8 (2018), p. 15335
  ISSN: 2045-2322
  DOI: 10.1038/s41598-018-33685-4
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-BTS.pdf
  BibTeX: Download

Book Contributions

• Christlein V.:
  Automatic Detection of Illuminated Charters
  In: Gabriele Bartz, Markus Gneiß (ed.): Illuminierte Urkunden. Beiträge aus Diplomatik, Kunstgeschichte und Digital Humanities/Illuminated Charters. Essays from Diplomatic, Art History and Digital Humanities, Koeln: Boehlau Verlag GmbH & Cie, 2018, p. 45-51 (Beihefte zum Archiv für Diplomatik, Schriftgeschichte, Siegel- und Wappenkunde, Vol.16)
  ISBN: 978-3-412-51108-1
  DOI: 10.1515/hzhz-2019-1475
  BibTeX: Download
• Christlein V., Gropp M., Maier A.:
  Technical Tools for the Analysis of High Medieval Papal Charters
  In: Papstgeschichte im Digitalen Zeitalter. Neue Zugangsweisen zu einer Kulturgeschichte Europas, Wien: Böhlau Verlag GmbH & Cie, 2018, p. 45-53
  ISBN: 978-3-412-50959-0
  BibTeX: Download

Edited Volumes

• Maier A., Steidl S., Christlein V., Hornegger J.:
  Medical Imaging Systems
  Erlangen: Springer, 2018
  (Lecture Notes in Computer Science book series (LNCS, Vol.11111)
  URL: https://link.springer.com/content/pdf/10.1007/978-3-319-96520-8_1.pdf
  BibTeX: Download

Conference Contributions

• Christlein V., Maier A.:
  Encoding CNN Activations for Writer Recognition
  13th IAPR International Workshop on Document Analysis Systems (DAS) (Vienna, Austria, April 24, 2018 - April 27, 2018)
  In: IEEE (ed.): 2018 13th IAPR International Workshop on Document Analysis Systems (DAS) 2018
  DOI: 10.1109/DAS.2018.9
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Christlein18-ECA.pdf
  BibTeX: Download
• Stromer D., Christlein V., Huang X., Zippert P., Helmecke E., Hausotte T., Maier A.:
  Non-Destructive Digitization of Soiled Historical Chinese Bamboo Scrolls
  13th IAPR Workshop on Document Analysis Systems (DAS) (Vienna, Austria, April 24, 2018 - April 27, 2018)
  In: 2018 13th IAPR Workshop on Document Analysis Systems (DAS) 2018
  DOI: 10.1109/DAS.2018.37
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-NDO.pdf
  BibTeX: Download
• Seitzer M., Yang G., Schlemper J., Oktay O., Würfl T., Christlein V., Wong T., Mohiaddin R., Firmin D., Keegan J., Rueckert D., Maier A.:
  Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
  21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018 - September 20, 2018)
  In: MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I, CHAM: 2018
  DOI: 10.1007/978-3-030-00928-1_27
  BibTeX: Download
• Breininger K., Christlein V., Würfl T., Maier A.:
  Deep learning fundamentals
  Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, March 11, 2018 - March 13, 2018)
  In: Heinz Handels, Thomas Tolxdorff, Thomas M. Deserno, Klaus H. Maier-Hein, Andreas Maier, Christoph Palm (ed.): Informatik aktuell 2018
  DOI: 10.1007/978-3-662-56537-7_5
  BibTeX: Download
• Stromer D., Christlein V., Huang Y., Zippert P., Helmecke E., Hausotte T., Maier A.:
  Dose Reduction for Historical Books Digitization by 3-D X-Ray CT
  8th Conference on Industrial Computed Tomography (iCT) 2018 (Wels, Austria)
  In: Proceedings of 8th Conference on Industrial Computed Tomography (iCT 2018) 2018
  BibTeX: Download
• Christlein V., Nicolaou A., Schlauwitz T., Späth S., Herbers K., Maier A.:
  Handwritten Text Recognition Error Rate Reduction in Historical Documents using Naive Transcribers
  DOI: 10.18420/infdh2018-13
  URL: https://dl.gi.de/handle/20.500.12116/16993
  BibTeX: Download
• Davari A., Sakaltras N., Haeberle A., Vesal S., Christlein V., Maier A., Riess C.:
  Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings
  International Conference on Image Processing (ICIP) (Athens, Greece, October 7, 2018 - October 10, 2018)
  In: International Conference on Image Processing (ICIP) 2018
  DOI: 10.1109/ICIP.2018.8451768
  URL: http://arxiv.org/abs/1801.09472
  BibTeX: Download
  (Techreport)
• Horger F., Würfl T., Christlein V., Maier A.:
  Towards Arbitrary Noise Augmentation-Deep Learning for Sampling from Arbitrary Probability Distributions
  1st Workshop on Machine Learning for Medical Image Reconstruction (MLMIR) held as part of the 21st Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018)
  In: MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018, CHAM: 2018
  DOI: 10.1007/978-3-030-00129-2_15
  BibTeX: Download
• Stutzmann D., Tensmeyer C., Christlein V.:
  Writer identification and script classification: two tasks for a common understanding of cultural heritage
  OpenX for Interdisciplinary Computational Manuscript Research (Hamburg, Germany)
  In: OpenX for Interdisciplinary Computational Manuscript Research 2018
  Open Access: https://www.manuscript-cultures.uni-hamburg.de/cal-details/180612_OpenX_Programme.pdf
  BibTeX: Download
• Christlein V.:
  Writer Recognition in Historical Documents
  Congress Visual Heritage 2018 (City Hall of Vienna, Austria, November 12, 2018 - November 15, 2018)
  In: Congress Visual Heritage 2018 | CHNT 23 2018
  BibTeX: Download

2017

Journal Articles

• Kestemont M., Christlein V., Stutzmann D.:
  Artificial Paleography: Computational Approaches to Identifying Script Types in Medieval Manuscripts
  In: Speculum - A Journal of Medieval Studies 92 (2017), p. 86-109
  ISSN: 0038-7134
  DOI: 10.1086/694112
  BibTeX: Download
• Christlein V., Bernecker D., Hönig FT., Maier A., Angelopoulou E.:
  Writer Identification Using GMM Supervectors and Exemplar-SVMs
  In: Pattern Recognition 63 (2017), p. 258-267
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2016.10.005
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Christlein17-WIU.pdf
  BibTeX: Download

Book Contributions

• Christlein V., Gropp M., Maier A.:
  Automatic Dating of Historical Documents
  In: Kodikologie und Paläographie im digitalen Zeitalter, Norderstedt: BoD, 2017, p. 151-164 (Schriften des Instituts für Dokumentologie und Editorik, Vol.11)
  ISBN: 978-3-7448-3877-1
  BibTeX: Download

Conference Contributions

• Davari A., Christlein V., Vesal S., Maier A., Riess C.:
  GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification
  17th International Conference on Computer Analysis of Images and Patterns (Ystad, August 22, 2017 - August 24, 2017)
  In: Proceedings of the 17th International Conference on Computer Analysis of Images and Patterns Part II 2017
  DOI: 10.1007/978-3-319-64698-5_25
  BibTeX: Download
• Fiel S., Kleber F., Diem M., Christlein V., Louloudis G., Stamatopoulos N., Gatos B.:
  ICDAR 2017 Competition on Historical Document Writer Identification (Historical-WI)
  2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) (Kyoto, Japan, November 13, 2017 - November 15, 2017)
  In: 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) 2017
  DOI: 10.1109/ICDAR.2017.225
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Fiel17-I2C.pdf
  BibTeX: Download
• Stromer D., Christlein V., Schön T., Holub W., Maier A.:
  Browsing Through Closed Books: Evaluation of Pre-processing Methods for Page Extraction of a 3-D CT Book Volume
  2017 2nd International Conference on Advanced Materials Research and Manufacturing Technologies (AMRMT 2017) (Phuket, Thailand)
  In: Proceedings of the 2nd International Conference on Advanced Materials Research and Manufacturing Technologies 2017
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-BTC.pdf
  BibTeX: Download
• Stromer D., Christlein V., Schön T., Holub W., Maier A.:
  Browsing Through Closed Books: Fully Automatic Book Page Extraction from a 3-D X-ray CT Volume
  2017 14th IAPR International Conference on Document Analysis and Recognition (Kyoto, Japan)
  In: The 14th IAPR International Conference on Document Analysis and Recognition 2017
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-BTC.pdf
  BibTeX: Download
• Stromer D., Christlein V., Schön T., Holub W., Maier A.:
  Fast, Robust and Efficient Extraction of Book Pages from a 3-D X-ray CT Volume
  Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, Shaanxi, China)
  In: Proceedings of the 14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2017
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stromer17-FRA.pdf
  BibTeX: Download
• Christlein V., Ghesu FC., Würfl T., Maier A., Isensee F., Neher P., Maier-Hein K.:
  Tutorial: Deep Learning - Advancing the State-of-the-Art in Medical Image Analysis
  Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
  In: Bildverarbeitung für die Medizin 2017 2017
  DOI: 10.1007/978-3-662-54345-0
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/bvm17_dltut.pdf
  BibTeX: Download
• Christlein V., Gropp M., Fiel S., Maier A.:
  Unsupervised Feature Learning for Writer Identification and Writer Retrieval
  14th IAPR International Conference on Document Analysis and Recognition (ICDAR) (Kyoto, Japan)
  In: 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) 2017
  DOI: 10.1109/ICDAR.2017.165
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Christlein17-UFL.pdf
  BibTeX: Download

Miscellaneous

• Davari A., Lindenberger T., Haeberle A., Christlein V., Maier A., Riess C.:
  Image Registration for the Alignment of Digitized Historical Documents
  abs/1712.04482 (2017)
  Open Access: https://arxiv.org/abs/1712.04482
  URL: http://arxiv.org/abs/1712.04482
  BibTeX: Download
  (Techreport)

2016

Journal Articles

• Christlein V., Diem M., Kleber F., Mühlberger G., Schwägerl-Melchior V., van Gelder E., Maier A.:
  Automatic Writer Identification in Historical Documents: A Case Study
  In: Zeitschrift für digitale Geisteswissenschaften (2016), p. -
  ISSN: 2510-1358
  DOI: 10.17175/2016_002
  URL: http://www.zfdg.de/2016_002
  BibTeX: Download

Conference Contributions

• Stromer D., Christlein V., Anton G., Kugler P., Maier A.:
  3-D Reconstruction of Historical Documents using an X-Ray C-Arm CT System
  Image and Vision Computing New Zealand 2016 (IVCNZ 2016) (Palmerston North)
  In: Proceedings of the 31th conference on Image and Vision Computing New Zealand 2016 2016
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Stromer16-3RO.pdf
  BibTeX: Download
• Weichselbaumer N., Christlein V.:
  Automatische Typenbestimmung in historischen Drucken
  DHd 2016, Modellierung - Vernetzung - Visualisierung Die Digital Humanities als fächerübergreifendes Forschungsparadigma (Leipzig, March 7, 2016 - March 12, 2016)
  In: DHd 2016, Modellierung - Vernetzung - Visualisierung Die Digital Humanities als fächerübergreifendes Forschungsparadigma 2016
  Open Access: http://dhd2016.de/boa.pdf
  BibTeX: Download
• Würfl T., Ghesu FC., Christlein V., Maier A.:
  Deep Learning Computed Tomography
  19th International Conference on Medical Image Computing & Computer-Assisted Intervention (Athen)
  In: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 2016
  DOI: 10.1007/978-3-319-46726-9_50
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Wurfl16-DLC.pdf
  BibTeX: Download
• Hofmann S., Gropp M., Bernecker D., Pollin C., Maier A., Christlein V.:
  Vesselness for Text Detection in Historical Document Images
  2016 IEEE International Conference on Image Processing (ICIP) (Phoenix, USA, September 25, 2016 - September 28, 2016)
  In: 2016 IEEE International Conference on Image Processing (ICIP) 2016
  DOI: 10.1109/ICIP.2016.7532962
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Hofmann16-VFT.pdf
  BibTeX: Download

2015

Conference Contributions

• Christlein V., Angelopoulou E.:
  Automatic Writer Identification in Medieval Papal Charters
  Research on papal documents between international networking and digitization: New approaches to the history of writing and chanceries (Erlangen)
  In: Irmgard Fees, Benedikt Hotz, Benjamin Schönfeld (ed.): Papsturkunden des frühen und hohen Mittelalters, online: 2015
  Open Access: https://rep.adw-goe.de/bitstream/handle/11858/00-001S-0000-0023-9A13-A/3_Christlein.pdf?sequence=67
  URL: https://rep.adw-goe.de/handle/11858/00-001S-0000-0023-9A13-A
  BibTeX: Download
• Köhler T., Maier A., Christlein V.:
  Binarization Driven Blind Deconvolution for Document Image Restoration
  37th German Conference on Pattern Recognition, GCPR 2015 (RWTH Aachen)
  In: Pattern Recognition 2015
  DOI: 10.1007/978-3-319-24947-6_8
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Köhler15-BDB.pdf
  BibTeX: Download
• Christlein V., Bernecker D., Maier A., Angelopoulou E.:
  Offline Writer Identification Using Convolutional Neural Network Activation Features
  German Conference on Pattern Recognition (Aachen, October 7, 2015 - October 10, 2015)
  In: Pattern Recognition, Berlin: 2015
  DOI: 10.1007/978-3-319-24947-6_45
  URL: https://www5.cs.fau.de/research/areas/computer-vision/writer-identification/offline-writer-identification-using-convolutional-neural-network-activation-features/
  BibTeX: Download
• Christlein V., Bernecker D., Angelopoulou E.:
  Writer Identification Using VLAD Encoded Contour-Zernike Moments
  13th International Conference on Document Analysis and Recognition (Nancy, France)
  In: Document Analysis and Recognition (ICDAR), 2015 13th International Conference on 2015
  DOI: 10.1109/ICDAR.2015.7333893
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Christlein15-WIU.pdf
  BibTeX: Download

2014

Conference Contributions

• Christlein V., Bernecker D., Hönig FT., Angelopoulou E.:
  Writer Identification and Verification Using GMM Supervectors
  2014 IEEE Winter Conference on Applications of Computer Vision (WACV) (Steamboat Springs, CO, March 24, 2014 - March 26, 2014)
  In: Proceedings of the 2014 IEEE Winter Conference on Applications of Computer Vision 2014
  DOI: 10.1109/WACV.2014.6835995
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Christlein14-WIA.pdf
  BibTeX: Download

2013

Conference Contributions

• Bernecker D., Riess C., Christlein V., Angelopoulou E., Hornegger J.:
  Representation Learning for Cloud Classification
  35th German Conference on Pattern Recognition (GCPR) (Saarbrücken, September 6, 2013)
  In: Weickert Joachim, Hein Matthias, Schiele Bernt (ed.): Pattern Recognition 2013
  DOI: 10.1007/978-3-642-40602-7_42
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Bernecker13-RLF.pdf
  BibTeX: Download
• Christlein V., Riess C., Angelopoulou E., Evangelopoulos G., Kakadiaris I.:
  The Impact of Specular Highlights on 3D-2D Face Recognition
  Biometric and Surveillance Technology for Human and Activity Identification X (Baltimore, MD, May 2, 2013 - May 2, 2013)
  In: SPIE (ed.): Biometric and Surveillance Technology for Human and Activity Identification 2013
  DOI: 10.1117/12.2019014
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Christlein13-TIO.pdf
  BibTeX: Download

2012

Journal Articles

• Christlein V., Riess C., Jordan JM., Riess C., Angelopoulou E.:
  An Evaluation of Popular Copy-Move Forgery Detection Approaches
  In: IEEE Transactions on Information Forensics and Security 7 (2012), p. 1841-1854
  ISSN: 1556-6013
  DOI: 10.1109/TIFS.2012.2218597
  URL: https://www5.cs.fau.de/research/groups/computer-vision/image-forensics/evaluation-of-copy-move-forgery-detection/
  BibTeX: Download

2010

Conference Contributions

• Christlein V., Riess C., Angelopoulou E.:
  On rotation invariance in copy-move forgery detection
  IEEE International Workshop on Information Forensics and Security (Seattle, December 12, 2010 - December 15, 2010)
  In: 2010 IEEE International Workshop on Information Forensics and Security 2010
  DOI: 10.1109/WIFS.2010.5711472
  BibTeX: Download
• Christlein V., Riess C., Angelopoulou E.:
  A Study on Features for the Detection of Copy-Move Forgeries
  Sicherheit 2010: Sicherheit, Schutz und Zuverlä}ssigkeit (Berlin, October 5, 2010 - October 7, 2010)
  In: Sicherheit 2010: Sicherheit, Schutz und Zuverlässigkeit, Beiträge der 5. Jahrestagung des Fachbereichs Sicherheit der Gesellschaft fü}r Informatik e.V. (GI) 2010
  URL: http://subs.emis.de/LNI/Proceedings/Proceedings170/article5760.html
  BibTeX: Download

2025

• Vincent Christlein: ERC Synergy Grant (Europäischer Forschungsrat (ERC)) – 2025

2020

• Martin Leipert, Vincent Christlein, Andreas Maier, Georg Vogeler, Mathias Seuret: Honorable Mention Best Student Paper (International Association for Pattern Recognition) – 2020

2017

• Vincent Christlein: Competition Winner (IAPR) – 2017
• Vincent Christlein, Christian Rieß, Johannes Michael Jordan, Corinna Riess, Elli Angelopoulou: Best Paper Award (IEEE Signal Processing Society) – 2017

2016

• Vincent Christlein: Competition Winner (IAPR) – 2016
• Vincent Christlein: Competition Winner (IAPR) – 2016

2015

• Vincent Christlein: Best Poster Award (IAPR) – 2015
• Vincent Christlein: Competition Winner (IAPR) – 2015

2014

• Vincent Christlein: Competition Winner (IAPR) – 2014