Florian Kleber
Dipl.-Ing. Dr.techn.
Research Focus
- Visual Computing and Human-Centered Technology: 100%
Research Areas
- MS Imaging, Document Analysis
About
Florian Kleber is currently a senior scientist at the Computer Vision Lab, Institute of Visual Computing and Human-Centered Technology, TU Wien, Austria. He gained experience as a project collaborator in several projects at the Computer Vision Lab, TUW, dealing with the multi-spectral acquisition and restoration of ancient manuscripts. Additionally, he is involved in lecturing at TUW, amongst others, Document Analysis, and is publishing several papers at ICDAR, ICFHR and DAS since 2008. During the AutoFlow project he gained also knowledge in the analysis of medical data, especially flow cytometry analysis. He was also co-organizer of conferences hosted by CVL in Vienna (DocEng16, DAS18). His research interests are Cultural Heritage and Document Analysis Applications and Medical Data Analysis.
Roles
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PostDoc Researcher
Computer Vision, E193-01 -
Curriculum Commission for Informatics
Substitute Member
Courses
Projects
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Digitisation of Selected Museum Holdings of the Regional Collections of Lower Austria
2023 – 2024 / Bundesministerium für Unterricht, Kunst und Kultur -
Vienna City Library - Prototype for retrieval and metadata enrichment on the base of the poster collection
2021 – 2022 / Wienbibliothek im Rathaus, Magistrat der Stadt Wien - MA 9
Publications: 150278 / 152433 -
Automation of MRD Measurements in Flow Cytometry
2019 – 2020 / Austrian Research Promotion Agency (FFG) -
APA - IT
2016 – 2017 / APA-IT Informations-Technologie Gmb -
Extraction and Classification of Scriptfeatures on handtorn Paperfragments II
2010 / Fraunhofer-Gesellschaft zur Förderu der angewandten Forschung e.V. -
The Sinaitic Glagolitic Sacramentary-Fragments
2007 – 2010 / Austrian Science Fund (FWF) -
Preventing Illicit Coin Trade through Unsupervised Retrieval E-services
2007 – 2009 / European Commission
Publication: 27745
Publications
2024
- Applicability of Synthetic Data for the Training of Handwritten Text Detection / Kleber, F., Peer, M., & Sablatnig, R. (2024, February 16). Applicability of Synthetic Data for the Training of Handwritten Text Detection [Conference Presentation]. COMPUTER VISION WINTER WORKSHOP 2024, Austria.
- SAGHOG: Self-supervised Autoencoder for Generating HOG Features for Writer Retrieval / Peer, M., Kleber, F., & Sablatnig, R. (2024). SAGHOG: Self-supervised Autoencoder for Generating HOG Features for Writer Retrieval. In Document Analysis and Recognition - ICDAR 2024 (pp. 121–138). https://doi.org/10.1007/978-3-031-70536-6_8
- Maximizing Data Efficiency of HTR Models by Synthetic Text / Muth, M., Peer, M., Kleber, F., & Sablatnig, R. (2024). Maximizing Data Efficiency of HTR Models by Synthetic Text. In Document Analysis Systems (pp. 295–311). Springer, Cham. https://doi.org/10.1007/978-3-031-70442-0_18
2023
- Advances in Machine Learning for the Automated Analysis of Manuscripts / Kleber, F., Peer, M., & Sablatnig, R. (2023, November 3). Advances in Machine Learning for the Automated Analysis of Manuscripts [Conference Presentation]. Written Heritage: New Challenges and Perspectives, Austria.
- Data enrichment using AI / Kleber, F. (2023, August 31). Data enrichment using AI [Conference Presentation]. Semantic Web und materielle Kultur, Krems, Austria.
- Explainable Visualization Techniques for Transformers in Flow Cytometry Data / Kowarsch, F., Weijler, L. M., Wödlinger, M. G., Kleber, F., Maurer-Granofszky, M., Reiter, M., & Dworzak, M. (2023, February 15). Explainable Visualization Techniques for Transformers in Flow Cytometry Data [Conference Presentation]. 26th Computer Vision Winter Workshop (CVWW) 2023, Krems an der Donau, Austria.
- Direct and Indirect Cell Detection using Detection Transformer for Table Structure Recognition / Christopher Preinsperger, & Kleber, F. (2023, February 15). Direct and Indirect Cell Detection using Detection Transformer for Table Structure Recognition [Conference Presentation]. Computer Vision Winter Workshop 2023, Krems, Austria.
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Learned Lossy Image Compression for Volumetric Medical Data
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Kotera, J., Wödlinger, M. G., & Keglevic, M. (2023). Learned Lossy Image Compression for Volumetric Medical Data. In R. Sablatnig & F. Kleber (Eds.), Proceedings of the 26th Computer Vision Winter Workshop (CVWW 2023). CEUR-WS.org. https://doi.org/10.34726/5302
Download: PDF (1.39 MB)
Project: AISTREAM (2021–2022) - Towards Writer Retrieval for Historical Datasets / Peer, M., Kleber, F., & Sablatnig, R. (2023). Towards Writer Retrieval for Historical Datasets. In Document Analysis and Recognition - ICDAR 2023 (pp. 411–427). https://doi.org/10.1007/978-3-031-41676-7_24
- Proceedings of the 26th Computer Vision Winter Workshop (CVWW 2023) / Sablatnig, R., & Kleber, F. (Eds.). (2023). Proceedings of the 26th Computer Vision Winter Workshop (CVWW 2023) (Vol. 3349).
2022
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Writer Identification and Writer Retrieval Using Vision Transformer for Forensic Documents
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Koepf, M., Kleber, F., & Sablatnig, R. (2022). Writer Identification and Writer Retrieval Using Vision Transformer for Forensic Documents. In Document Analysis Systems: 15th IAPR International Workshop, DAS 2022, La Rochelle, France, May 22–25, 2022, Proceedings (pp. 352–366). https://doi.org/10.1007/978-3-031-06555-2_24
Project: WRITE (2020–2023) -
Graph-based Shot Type Classification in Large Historical Film Archives
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Helm, D., Kleber, F., & Kampel, M. (2022). Graph-based Shot Type Classification in Large Historical Film Archives. In Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (pp. 991–998). SCITEPRESS. https://doi.org/10.5220/0010905800003124
Project: VHH (2019–2023) -
HistShot: A Shot Type Dataset based on Historical Documentation during WWII
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Helm, D., Kleber, F., & Kampel, M. (2022). HistShot: A Shot Type Dataset based on Historical Documentation during WWII. In Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods - ICPRAM 2022 (pp. 636–643). https://doi.org/10.5220/0010872500003122
Project: VHH (2019–2023) -
Writer Retrieval using Compact Convolutional Transformers and NetMVLAD
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Peer, M., Kleber, F., & Sablatnig, R. (2022). Writer Retrieval using Compact Convolutional Transformers and NetMVLAD. In 2022 26th International Conference on Pattern Recognition (ICPR) (pp. 1571–1578). https://doi.org/10.1109/ICPR56361.2022.9956155
Project: WRITE (2020–2023) -
Exploration of the Vienna City Library Poster Collection using Computer Vision Approaches
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Kleber, F. (2022). Exploration of the Vienna City Library Poster Collection using Computer Vision Approaches [Presentation]. International Study Sessions; Vienna Perspectives. Art, Urban Sace and Social In-/Equality, Austria. http://hdl.handle.net/20.500.12708/152433
Project: Wienbibliothek (2021–2022) -
Self-supervised Vision Transformers with Data Augmentation Strategies Using Morphological Operations for Writer Retrieval
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Peer, M., Kleber, F., & Sablatnig, R. (2022). Self-supervised Vision Transformers with Data Augmentation Strategies Using Morphological Operations for Writer Retrieval. In Frontiers in Handwriting Recognition: 18th International Conference, ICFHR 2022, Hyderabad, India, December 4–7, 2022, Proceedings (pp. 122–136). https://doi.org/10.1007/978-3-031-21648-0_9
Project: WRITE (2020–2023) -
Exploration of the Vienna City Library Poster Collection using Computer Vision Approaches
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Kleber, F., Novozamsky, A., Sablatnig, R., & Dittenbach, M. (2022). Exploration of the Vienna City Library Poster Collection using Computer Vision Approaches. In Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2022). International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2022), Male, Maldives.
Project: Wienbibliothek (2021–2022)
2019
- cBAD: ICDAR2019 Competition on Baseline Detection / Diem, M., Kleber, F., Sablatnig, R., & Gatos, B. (2019). cBAD: ICDAR2019 Competition on Baseline Detection. In 2019 International Conference on Document Analysis and Recognition (ICDAR). 15th International Conference on Document Analysis and Recognition (ICDAR), Sydney, Australia. IEEE. https://doi.org/10.1109/icdar.2019.00240
- ICDAR 2019 Competition on Table Detection and Recognition (cTDaR) / Dejean, H., Meunier, J.-L., Gao, L., Huang, Y., Fang, Y., Kleber, F., & Lang, E.-M. (2019). ICDAR 2019 Competition on Table Detection and Recognition (cTDaR). In Proceedings - The 15th IAPR International Conference on Document Analysis and Recognition (pp. 1510–1515). IEEE. http://hdl.handle.net/20.500.12708/57951
- Quantifying Minimal Residual Disease in Flow Cytometry Measurements of Acute Lymphoblastic Leukemia Patients Automatically / Diem, M., Reiter, M., Kleber, F., & Dworzak, M. (2019). Quantifying Minimal Residual Disease in Flow Cytometry Measurements of Acute Lymphoblastic Leukemia Patients Automatically. Deutsche Gesellschaft für Zytometrie - Annual Meeting, Berlin, Germany. http://hdl.handle.net/20.500.12708/86943
- Transforming Scholarship in the Archives Through Handwritten Text Recognition: Transkribus as a Case Study / Mühlberger, G., Seaward, L., Terras, M., Oliveira, S., Bosch, V., Bryan, M., Colutto, S., Dejean, H., Diem, M., Fiel, S., Gatos, B., Greinöcker, A., Grüning, T., Hackl, G., Haukkovaara, V., Heyer, G., Hirvonen, L., Hodel, T., Jokinen, M., … Zagoris, K. (2019). Transforming Scholarship in the Archives Through Handwritten Text Recognition: Transkribus as a Case Study. Journal of Documentation, 75(5), 954–976. https://doi.org/10.1108/jd-07-2018-0114
- FlowMe - A Clinical Decision Support System for Minimal Residual Disease Quantification for Acute Lymphoblastic Leukemia / Diem, M., Kleber, F., Reiter, M., Maurer-Granofzsky, M., Schumich, A., & Dworzak, M. (2019). FlowMe - A Clinical Decision Support System for Minimal Residual Disease Quantification for Acute Lymphoblastic Leukemia. AlpenFlow 2019, Bad Ischl, Austria. http://hdl.handle.net/20.500.12708/86944
2018
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Matching Table Structures of Historical Register Books using Association Graphs
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Kleber, F., Diem, M., Dejean, H., Meunier, J.-L., & Lang, E. (2018). Matching Table Structures of Historical Register Books using Association Graphs. In 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) : 5-8 Aug. 2018. 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), Niagara Falls, United States of America (the). https://doi.org/10.1109/ICFHR-2018.2018.00046
Download: PDF (481 KB) - Page Segmentation and Region Classification Based on Region Bounding Boxes / Lang, T., Diem, M., Kleber, F., & Sablatnig, R. (2018). Page Segmentation and Region Classification Based on Region Bounding Boxes. In M. Welk, M. Urschler, & P. M. Roth (Eds.), Proceedings of the OAGM Workshop 2018 Medical Image Analysis (pp. 53–56). Verlag der Technischen Universität Graz. https://doi.org/10.3217/978-3-85125-603-1-12
- Der Franziszeische Kataster - Möglichkeiten digitaler Aufbereitung. Layout und Formularanalyse in READ / Kleber, F., & Diem, M. (2018). Der Franziszeische Kataster - Möglichkeiten digitaler Aufbereitung. Layout und Formularanalyse in READ. Österreich Geschichte Literatur Geographie - Der Franziszeische Kataster, 395, 200–208. http://hdl.handle.net/20.500.12708/144532
- Handwritten Digit and Digit String Recognition / Diem, M., Fiel, S., & Kleber, F. (2018). Handwritten Digit and Digit String Recognition. In V. Märgner, U. Pal, & A. Apostolos (Eds.), Document Analysis and Text Recognition Benchmarking State-of-the-Art Systems (pp. 67–88). World Scientific. https://doi.org/10.1142/9789813229273_0003
- Digitisation on demand in archives - DocScan mobile app and the ScanTent / Kleber, F., & Hollaus, F. (2018). Digitisation on demand in archives - DocScan mobile app and the ScanTent. Transkribus User Conference 2018, Wien, Austria. http://hdl.handle.net/20.500.12708/86777
- Comparing Machine Learning Approaches for Table Recognition in Historical Register Books / Clinchant, S., Dejean, H., Meunier, J.-L., Lang, E. M., & Kleber, F. (2018). Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. In 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). 2018 13th IAPR Workshop on Document Analysis Systems (DAS), Wien, Austria. CPS. https://doi.org/10.1109/das.2018.44
- Proc. of 13th IAPR International Workshop on Document Analysis Systems / Sablatnig, R., Kleber, F., Gatos, B., Kise, K., Lopresti, D., & Ogier, J.-M. (Eds.). (2018). Proc. of 13th IAPR International Workshop on Document Analysis Systems. Conference Publishing Services. http://hdl.handle.net/20.500.12708/24506
2017
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ICDAR2017 Competition on Historical Document Writer Identification (Historical-WI)
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Fiel, S., Kleber, F., Diem, M., Christlein, V., Louloudis, G., Stamatopoulos, N., & Gatos, B. (2017). ICDAR2017 Competition on Historical Document Writer Identification (Historical-WI). In 2017 14th IAPR International Conference on Document Analysis and Recognition : ICDAR 2017. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Kyoto, Japan. Kyoto Japan. https://doi.org/10.1109/ICDAR.2017.225
Download: PDF (3.45 MB) -
cBAD: ICDAR2017 Competition on Baseline Detection
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Diem, M., Kleber, F., Fiel, S., Grüning, T., & Gatos, B. (2017). cBAD: ICDAR2017 Competition on Baseline Detection. In 2017 14th IAPR International Conference on Document Analysis and Recognition : ICDAR 2017. 2017 14th IAPR International Conference on Document Analysis and Recognition, Kyoto, Japan. https://doi.org/10.1109/ICDAR.2017.222
Download: PDF (1.39 MB) -
Mass Digitization of Archival Documents using Mobile Phones
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Kleber, F., Diem, M., Hollaus, F., & Fiel, S. (2017). Mass Digitization of Archival Documents using Mobile Phones. In HIP ’17 : Proceedings of the 4th International Workshop on Historical Document Imaging and Processing. 4th International Workshop on Historical Document Imaging and Processing 2017, Kyoto, Japan. Association for Computing Machinery. https://doi.org/10.1145/3151509.3151526
Download: PDF (5.21 MB) - How Datasets and Competitions facilitate Research in Document Analysis / Kleber, F., Fiel, S., & Diem, M. (2017). How Datasets and Competitions facilitate Research in Document Analysis. In Digital Infrastructures for Research 2017 (p. 1). http://hdl.handle.net/20.500.12708/57119
- Unlock the past - Professional scanning with your mobile / Kleber, F. (2017). Unlock the past - Professional scanning with your mobile. i2cStartAcademy, Wien, Austria. http://hdl.handle.net/20.500.12708/86608
- Layout und Formularanalyse in READ / Kleber, F. (2017). Layout und Formularanalyse in READ. Workshop Forschungsfeld “Franziszeischer Kataster,” Innsbruck, Austria. http://hdl.handle.net/20.500.12708/86607
- Progress through competition: linking humanities data with computer science research / Kleber, F. (2017). Progress through competition: linking humanities data with computer science research. Transkribus User Conference, Wien, Austria. http://hdl.handle.net/20.500.12708/86606
2016
- Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures / Reiter, M., Rota, P., Kleber, F., Diem, M., Groenefeld-Krentz, S., & Dworzak, M. (2016). Clustering of cell populations in flow cytometry data using a combination of Gaussian mixtures. Pattern Recognition, 60, 1029–1040. https://doi.org/10.1016/j.patcog.2016.04.004
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Accuracy of Gradient based Skew Estimation
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Kleber, F., Diem, M., & Sablatnig, R. (2016). Accuracy of Gradient based Skew Estimation. In 12th IAPR International Workshop on Document Analysis Systems (DAS) 2016. Short Papers Booklet. Santorin, Greece. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:3-3730
Download: PDF (205 KB) - Automatic Detection of Leukaemic Cells in Flow Cytometric Data for Minimal Residual Disease Assessment / Licandro, R., Rota, P., Reiter, M., Kleber, F., Diem, M., & Kampel, M. (2016). Automatic Detection of Leukaemic Cells in Flow Cytometric Data for Minimal Residual Disease Assessment. EuroScience Open forum (ESOF) - Marie Sklodowska-Curie Actions Satellite Event `Research and Society’, Manchester, Großbritannien, EU. http://hdl.handle.net/20.500.12708/86365
- Datensätze und Wettbewerbe als Mittel zur Förderung exzellenter Forschung / Kleber, F. (2016). Datensätze und Wettbewerbe als Mittel zur Förderung exzellenter Forschung. READ Symposium, Passau, Deutschland, EU. http://hdl.handle.net/20.500.12708/86361
- Ohne Layoutanalyse keine Text- und Handschriftenerkennung / Kleber, F. (2016). Ohne Layoutanalyse keine Text- und Handschriftenerkennung. Workshop “Automatisierte Text- und Strukturerkennung als Grundlagentechnologie für die Digital Humanities,” Jena, Deutschland, EU. http://hdl.handle.net/20.500.12708/86360
- The Role of Machine Learning in Medical Data Analysis. A Case Study: Flow Cytometry / Rota, P., Kleber, F., Reiter, M., Groenefeld-Krentz, S., & Kampel, M. (2016). The Role of Machine Learning in Medical Data Analysis. A Case Study: Flow Cytometry. In Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2016), Rom, Italien, EU. https://doi.org/10.5220/0005675903030310
2015
- Optical Sensor Evaluation for Vision Based Recognition of Electronics Waste / Kleber, F., Pramerdorfer, C., Wetzinger, E., & Kampel, M. (2015). Optical Sensor Evaluation for Vision Based Recognition of Electronics Waste. International Journal of Environmental Science and Development, 6(12), 929–933. https://doi.org/10.7763/ijesd.2015.v6.724
- Pre-Analysis of Printed Circuit Boards Based On Multispectral Imaging for Vision Based Recognition of Electronics Waste / Kleber, F., & Kampel, M. (2015). Pre-Analysis of Printed Circuit Boards Based On Multispectral Imaging for Vision Based Recognition of Electronics Waste. International Journal of Computer, Electrical, Automation, Control and Information Engineering, 9(3), 649–653. http://hdl.handle.net/20.500.12708/151351
- Automatic Layout Analysis for Manuscript Investigation / Kleber, F. (2015). Automatic Layout Analysis for Manuscript Investigation. Automated Recognition and Transcription of Handwritten Documents for Humanities Scholars, Archives and Libraries. Technology, Perspectives and Hands-on Workshop, Wien, Austria. http://hdl.handle.net/20.500.12708/86123
- AutoFLOW - Data Normalisation: Dealing with Machine and Setup Variations / Kleber, F. (2015). AutoFLOW - Data Normalisation: Dealing with Machine and Setup Variations. IBFM FLOW Network Meeting, Budapest, Ungarn, EU. http://hdl.handle.net/20.500.12708/86121
- Investigation of Ancient Manuscripts based on Multispectral Imaging / Hollaus, F., Diem, M., Fiel, S., Kleber, F., & Sablatnig, R. (2015). Investigation of Ancient Manuscripts based on Multispectral Imaging. In Proceedings of the 2015 ACM Symposium on Document Engineering. 2015 ACM Symposium on Document Engineering, Lausanne, Schweiz, Non-EU. https://doi.org/10.1145/2682571.2797072
2014
- Towards automation of flow cytometric analysis for quality-assured follow-up assessment to guide curative therapy for acute lympholastic leukaemia in children / Reiter, M., Hoffmann, J., Kleber, F., Schumich, A., Peter, G., Kromp, F., Kampel, M., & Dworzak, M. (2014). Towards automation of flow cytometric analysis for quality-assured follow-up assessment to guide curative therapy for acute lympholastic leukaemia in children. Magazine of European Medical Oncology, 7(4), 219–226. https://doi.org/10.1007/s12254-014-0172-6
- Chemical Analysis And Computer Vision Based Recognition Of Electronics Waste / Kleber, F., Pramerdorfer, C., Kampel, M., Comanescu, B., & Stanciu, E. (2014). Chemical Analysis And Computer Vision Based Recognition Of Electronics Waste. In Going Green - CARE INNOVATION 2014 (p. 4). http://hdl.handle.net/20.500.12708/55293
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Document image analysis preprocessing of low-quality and sparsely inscribed documents
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Kleber, F. (2014). Document image analysis preprocessing of low-quality and sparsely inscribed documents [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2014.23118
Download: PDF (13.7 MB) - AutoFLOW - Automation of Flow Cytometric Analysis for Quality-Assured Follow-up Assessment to Guide Curative Therapy for Acute Lymphoblastic Leukaemia in Children / Reiter, M., Kleber, F., Kampel, M., & Dworzak, M. (2014). AutoFLOW - Automation of Flow Cytometric Analysis for Quality-Assured Follow-up Assessment to Guide Curative Therapy for Acute Lymphoblastic Leukaemia in Children. 2nd Austrian Biomarker Symposium Vienna, Wien, Austria. http://hdl.handle.net/20.500.12708/85910
- Automation of MRD Measurements in Flow Cytometry to Guide Curative Therapy for ALL in Children / Reiter, M., Kleber, F., Hoffmann, J., & Dworzak, M. (2014). Automation of MRD Measurements in Flow Cytometry to Guide Curative Therapy for ALL in Children. In 4th Munich Biomarker Conference Abstracts (p. 53). http://hdl.handle.net/20.500.12708/55290
- Robust Skew Estimation of Handwritten and Printed Documents Based on Grayvalue Images / Kleber, F., Diem, M., & Sablatnig, R. (2014). Robust Skew Estimation of Handwritten and Printed Documents Based on Grayvalue Images. In 2014 22nd International Conference on Pattern Recognition. 22nd International Conference on Pattern Recognition, Stockholm, Schweden, EU. IEEE. https://doi.org/10.1109/icpr.2014.521
- Form Classification and Retrieval using Bag of Words with Shape Features of Line Structures / Kleber, F., Diem, M., & Sablatnig, R. (2014). Form Classification and Retrieval using Bag of Words with Shape Features of Line Structures. In Proceedings of Document Recognition and Retrieval XXI (pp. 902107-1-902107–902109). SPIE. http://hdl.handle.net/20.500.12708/55288
- Digitization and Enhancement of Historical Manuscripts / Hollaus, F., Gau, M., Kleber, F., Sablatnig, R., & Steinböck, D. (2014). Digitization and Enhancement of Historical Manuscripts. In Book and Paper Conservation From Microorganisms to Megaorganisms (pp. 674–683). Verlag Berger Horn/Wien. http://hdl.handle.net/20.500.12708/55268
- End-to-End Text Recognition Using Local Ternary Patterns, MSER and Deep Convolutional Nets / Opitz, M., Diem, M., Fiel, S., Kleber, F., & Sablatnig, R. (2014). End-to-End Text Recognition Using Local Ternary Patterns, MSER and Deep Convolutional Nets. In 2014 11th IAPR International Workshop on Document Analysis Systems. 11th IAPR International Workshop on Document Analysis Systems, Tours, Frankreich, EU. IEEE. https://doi.org/10.1109/das.2014.29
- ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC 2014) / Diem, M., Fiel, S., Kleber, F., Sablatnig, R., Savedra, J., Contreras, D., Barrios, J., & Oliveira, L. (2014). ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC 2014). In 2014 14th International Conference on Frontiers in Handwriting Recognition. 14th International Conference on Frontiers in Handwriting Recognition ICFHR 2014, Hersonissos, Griechenland, EU. CPS. https://doi.org/10.1109/icfhr.2014.136
- Ruling analysis and classification of torn documents / Diem, M., Kleber, F., & Sablatnig, R. (2014). Ruling analysis and classification of torn documents. In Proceedings of the 2014 ACM symposium on Document engineering - DocEng ’14. ACM Symposium on Document Engineering 2014, DocEng ’14, Fort Collins , USA, Non-EU. ACM. https://doi.org/10.1145/2644866.2644876
- Semi-Automated Document Image clustering and Retrieval / Diem, M., Kleber, F., Fiel, S., & Sablatnig, R. (2014). Semi-Automated Document Image clustering and Retrieval. In Proceedings of Document Recognition and Retrieval XXI (pp. 90210M-1-90210M – 10). SPIE. http://hdl.handle.net/20.500.12708/55246
2013
- CVL-DataBase: An Off-Line Database for Writer Retrieval, Writer Identification and Word Spotting / Kleber, F., Fiel, S., Diem, M., & Sablatnig, R. (2013). CVL-DataBase: An Off-Line Database for Writer Retrieval, Writer Identification and Word Spotting. In 2013 12th International Conference on Document Analysis and Recognition. 12th International Conference on Document Analysis and Recognition, Washington DC, USA, Non-EU. IEEE. https://doi.org/10.1109/icdar.2013.117
- ICDAR 2013 Competition on Handwritten Digit Recognition (HDRC 2013) / Diem, M., Fiel, S., Garz, A., Keglevic, M., Kleber, F., & Sablatnig, R. (2013). ICDAR 2013 Competition on Handwritten Digit Recognition (HDRC 2013). In 2013 12th International Conference on Document Analysis and Recognition. 12th International Conference on Document Analysis and Recognition, Washington DC, USA, Non-EU. IEEE. https://doi.org/10.1109/icdar.2013.287
- Text Line Detection for Heterogeneous Documents / Diem, M., Kleber, F., & Sablatnig, R. (2013). Text Line Detection for Heterogeneous Documents. In 2013 12th International Conference on Document Analysis and Recognition. 12th International Conference on Document Analysis and Recognition, Washington DC, USA, Non-EU. IEEE. https://doi.org/10.1109/icdar.2013.152
2012
- Psalterium Demetrii Sinaitici / Miklas, H., Gau, M., Hürner, D., Hollaus, F., Kleber, F., & Lettner, M. (Eds.). (2012). Psalterium Demetrii Sinaitici. Holzhausen. http://hdl.handle.net/20.500.12708/23360
- Multispectral Acquisition and Analysis of Ancient Documents / Kleber, F. (2012). Multispectral Acquisition and Analysis of Ancient Documents. JOINT Seminar VUT-PSU - Computer-based Methods and Material Identification for the Preservation and Analysis of Cultural Heritage Objects, TU Wien, Austria. http://hdl.handle.net/20.500.12708/85533
- Multispektrale Erfassung und Analyse einer Postkarte aus dem 2. Weltkrieg / Kleber, F. (2012). Multispektrale Erfassung und Analyse einer Postkarte aus dem 2. Weltkrieg. Wiener Archäographisches Forum, Akademie der Bildenden Künste, Wien, Austria. http://hdl.handle.net/20.500.12708/85504
- Multispectral Image Analysis of a Censored Postcard from 1942 / Kleber, F., Hollaus, F., & Sablatnig, R. (2012). Multispectral Image Analysis of a Censored Postcard from 1942. Computer Applications and Quantitative Methods in Archaeology (CAA) 2012, Southampton, Großbritannien, EU. http://hdl.handle.net/20.500.12708/85448
- Multi-spectral imaging of historic handwritings / Hollaus, F., Kleber, F., & Sablatnig, R. (2012). Multi-spectral imaging of historic handwritings. Computer Applications and Quantitative Methods in Archaeology (CAA) 2012, Southampton, Großbritannien, EU. http://hdl.handle.net/20.500.12708/85445
- Can Modern Technologies Defeat Nazi Censorship? / Pentzien, S., Rabin, I., Hahn, O., Krüger, J., Kleber, F., Hollaus, F., Diem, M., & Sablatnig, R. (2012). Can Modern Technologies Defeat Nazi Censorship? In Computer Vision -- ACCV 2012 Workshops. 2nd ACCV Workshop on e-Heritage, Daejeon, Südkorea, Non-EU. http://hdl.handle.net/20.500.12708/54388
- Skew Estimation of Sparsely Inscribed Document Fragments / Diem, M., Kleber, F., & Sablatnig, R. (2012). Skew Estimation of Sparsely Inscribed Document Fragments. In 2012 10th IAPR International Workshop on Document Analysis Systems. 10th IAPR International Workshop on Document Analysis Systems, Goald, Coast, Queensland, Australien, Non-EU. IEEE. https://doi.org/10.1109/das.2012.81
2011
- Technical Approaches to Manuscript Analysis and Reconstruction / Kleber, F., Diem, M., Hollaus, F., Lettner, M., Sablatnig, R., Gau, M., & Miklas, H. (2011). Technical Approaches to Manuscript Analysis and Reconstruction. In P. Engel, J. Schiro, R. Larsen, E. Moussakova, & I. Kecskemeti (Eds.), New Approaches to Book and Paper Conservation-Restoration (pp. 533–558). Verlag Berger. http://hdl.handle.net/20.500.12708/53821
- Strip Shredded Document Reconstruction using Optical Character Recognition / Perl, J., Diem, M., Kleber, F., & Sablatnig, R. (2011). Strip Shredded Document Reconstruction using Optical Character Recognition. In 4th International Conference on Imaging for Crime Detection and Prevention (p. 6). IET. http://hdl.handle.net/20.500.12708/53823
- Scale Space Binarization Using Edge Information Weighted by a Foreground Estimation / Kleber, F., Diem, M., & Sablatnig, R. (2011). Scale Space Binarization Using Edge Information Weighted by a Foreground Estimation. In 2011 International Conference on Document Analysis and Recognition. 11th International Conference on Document Analysis and Recognition, Peking, China, Non-EU. Conference Publishing Services. https://doi.org/10.1109/icdar.2011.238
- Text Classification and Layout Analysis of Paper Fragments / Fiel, S., Diem, M., Kleber, F., Garz, A., & Sablatnig, R. (2011). Text Classification and Layout Analysis of Paper Fragments. In Machine Vision - Research for High Quality Processes and Products - 35th Workshop of the Austrian Association for Pattern Recognition. 35th Workshop of the Austrian Association for Pattern Recognition, Graz, Austria. http://hdl.handle.net/20.500.12708/53793
- Text Classification and Document Layout Analysis of Paper Fragments / Diem, M., Kleber, F., & Sablatnig, R. (2011). Text Classification and Document Layout Analysis of Paper Fragments. In 2011 International Conference on Document Analysis and Recognition. 11th International Conference on Document Analysis and Recognition, Peking, China, Non-EU. Conference Publishing Services. https://doi.org/10.1109/icdar.2011.175
2010
- Document Reconstruction by Layout Analysis of Snippets / Kleber, F., Diem, M., & Sablatnig, R. (2010). Document Reconstruction by Layout Analysis of Snippets. In D. Stork, J. Coddington, & A. Bentkowska-Kafel (Eds.), Computer Vision and Image Analysis of Art. SPIE & IS&T-The Society for Imaging Science and Technology. http://hdl.handle.net/20.500.12708/53474
- Proposing Features for the Reconstruction of Marble Plates of Ephesos / Kleber, F., Diem, M., & Sablatnig, R. (2010). Proposing Features for the Reconstruction of Marble Plates of Ephesos. In Proceedings of the 16th International Conference on Virtual Systems and Multimedia (pp. 328–331). IEEE. http://hdl.handle.net/20.500.12708/53476
- Document analysis applied to fragments: feature set for the reconstruction of torn documents / Diem, M., Kleber, F., & Sablatnig, R. (2010). Document analysis applied to fragments: feature set for the reconstruction of torn documents. In D. Doermann, V. Govindaraju, D. Lopresti, & P. Natarajan (Eds.), Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems (pp. 393–400). Association for Computing Machinery (ACM). http://hdl.handle.net/20.500.12708/53475
- Recognizing Glagolitic Characters / Diem, M., Kleber, F., & Sablatnig, R. (2010). Recognizing Glagolitic Characters. In P. Blauensteiner, M. Lettner, & J. Stöttinger (Eds.), Computer Vision in a Global Society - 34th Annual Workshop of the Austrian Association for Pattern Recognition (AAPR) and the WG Visual Computing of the Austrian Computer Society (pp. 39–46). Österreichische Computer Gesellschaft. http://hdl.handle.net/20.500.12708/53456
2009
- Torn Document Analysis as a Prerequisite for Reconstruction / Kleber, F., Diem, M., & Sablatnig, R. (2009). Torn Document Analysis as a Prerequisite for Reconstruction. In 15th International Conference on Virtual Systems and Multimedia ({VSMM} 2009) (pp. 143–148). IEEE. http://hdl.handle.net/20.500.12708/52940
- A Toolbox for Manuscript Analysis / Gau, M., Vill, M., Kleber, F., Diem, M., & Sablatnig, R. (2009). A Toolbox for Manuscript Analysis. In Proceedings of the 37th Annual Conference on Computer Applications and Quantitative Methods in Archaeology (CAA’09). 37th Annual Conference on Computer Applications and Quantitative Methods in Archaeology (CAA’09), Williamsburg, Virginia, USA, Non-EU. http://hdl.handle.net/20.500.12708/52938
- Digital Image Acquisition and Analysis of the Sinaitic Glagolitic Manuscript / Lettner, M., Kleber, F., Diem, M., Sablatnig, R., Gau, M., & Miklas, H. (2009). Digital Image Acquisition and Analysis of the Sinaitic Glagolitic Manuscript. Codex Sinaiticus: Manuscript in MOdern Cyberspace, St. Petersburg, Russia, Non-EU. http://hdl.handle.net/20.500.12708/84915
- Reconstruction of Torn Manuscripts/Notes: Preliminary Determination of Snippet Features / Kleber, F., Diem, M., & Sablatnig, R. (2009). Reconstruction of Torn Manuscripts/Notes: Preliminary Determination of Snippet Features. In Konferenzband EVA 2009 Berlin (pp. 103–109). http://hdl.handle.net/20.500.12708/52941
- A Survey of Techniques for Document and Archaeology Artefact Reconstructiong / Kleber, F., & Sablatnig, R. (2009). A Survey of Techniques for Document and Archaeology Artefact Reconstructiong. In Proceedings of the 10th International Conference on Document Analysis and Recognition (pp. 1061–1065). IEEE. http://hdl.handle.net/20.500.12708/52939
- Scientific Puzzle Solving: Current Techniques and Applications / Kleber, F., & Sablatnig, R. (2009). Scientific Puzzle Solving: Current Techniques and Applications. In Making History Interactive (pp. 1–8). http://hdl.handle.net/20.500.12708/52937
- Analysis of Document Snippets as a Basis for Reconstruction / Diem, M., Kleber, F., & Sablatnig, R. (2009). Analysis of Document Snippets as a Basis for Reconstruction. In vast (pp. 101–108). http://hdl.handle.net/20.500.12708/52909
2008
- Multispectral Acquisition And Analysis Of Ancient Documents / Kleber, F., Lettner, M., Diem, M., Vill, M., Sablatnig, R., Miklas, H., & Gau, M. (2008). Multispectral Acquisition And Analysis Of Ancient Documents. In Digital Heritage, Proceedings of the 14th International Conferece on Virtual Systems and Multimedia (pp. 184–191). http://hdl.handle.net/20.500.12708/52396
- Ruling Estimation For Degraded Ancient Documents Based On Text Line Extraction / Kleber, F., Sablatnig, R., Gau, M., & Miklas, H. (2008). Ruling Estimation For Degraded Ancient Documents Based On Text Line Extraction. In Digital Cultural Heritage (pp. 79–86). http://hdl.handle.net/20.500.12708/52395
- Ancient Document Analysis Based on Text Line Extraction / Kleber, F., Sablatnig, R., Gau, M., & Miklas, H. (2008). Ancient Document Analysis Based on Text Line Extraction. In Proceedings of the the 19th International Conference on Image Processing (ICPR09). The 19th International Conference on Image Processing (ICPR08), Tampa, Florida, Non-EU. IEEE Computer Society. http://hdl.handle.net/20.500.12708/52569
- High Resolution Imaging For Cultural Heritage Applications / Kleber, F., & Sablatnig, R. (2008). High Resolution Imaging For Cultural Heritage Applications. In Challenges in the Biosciences: Image Analysis and Pattern Recognition Aspects. 32nd Workshop of the Austrian Association for Pattern Recognition, Linz, Austria. OCG. http://hdl.handle.net/20.500.12708/52394
- A Portable High Resolution Imaging System for Digitizing Large-Surface Paintings / Kleber, F., & Sablatnig, R. (2008). A Portable High Resolution Imaging System for Digitizing Large-Surface Paintings. In Image and Signal Processing (pp. 746–750). http://hdl.handle.net/20.500.12708/52393
- High Resolution Infrared Reflectography Imaging System / Kleber, F., & Sablatnig, R. (2008). High Resolution Infrared Reflectography Imaging System. In Computer Vision Workshop 2008 (pp. 99–106). http://hdl.handle.net/20.500.12708/52392
- The Sinaitic Glagolitic Sacramentary Fragments / Kleber, F., Diem, M., Lettner, M., Vill, M., & Sablatnig, R. (2008). The Sinaitic Glagolitic Sacramentary Fragments. In Proc. of the EVA 2008 Berlin Conference, Electronic Imaging and the Visual Arts (pp. 23–29). http://hdl.handle.net/20.500.12708/52390
- Contrast Enhancement in Multispectral Images by Emphasizing Text Regions / Lettner, M., Kleber, F., Sablatnig, R., & Miklas, H. (2008). Contrast Enhancement in Multispectral Images by Emphasizing Text Regions. In 2008 The Eighth IAPR International Workshop on Document Analysis Systems. 8th IAPR International Workshop on Document Analysis Systems, Nara, Japan, Non-EU. IEEE. https://doi.org/10.1109/das.2008.68
2006
- High resolution image scan and mosaicing / Kleber, F. (2006). High resolution image scan and mosaicing [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/181330
Supervisions
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Transparency techniques for neural networks trained on writer identification and writer verification
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Pundy, V. (2023). Transparency techniques for neural networks trained on writer identification and writer verification [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.102341
Download: PDF (6.01 MB) -
Synthetic data for applications in document analysis
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Muth, M. M. (2023). Synthetic data for applications in document analysis [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.103190
Download: PDF (2.55 MB) -
Physical layout analysis of newspaper images
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Lang, T. (2018). Physical layout analysis of newspaper images [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2018.46680
Download: PDF (15.3 MB)