Andreas Dengel

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Citations	19707	12971
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Sheraz AhmedGerman Research Center for Artificial Intelligence - DFKI GmbHVerified email at dfki.de
Marcus LiwickiLuleå University of Technology, EISLAB, Machine Learning, SwedenVerified email at ltu.se
Jörn HeesH-BRS, DFKIVerified email at h-brs.de
Damian BorthProfessor of Artificial Intelligence & Machine Learning, University of St. GallenVerified email at unisg.ch
Federico RaueSenior Researcher, German Research Centre for Artificial IntelligenceVerified email at dfki.de
Koichi KiseProfessor of Graduate School of Informatics, Osaka Metropolitan UniversityVerified email at omu.ac.jp
Shoaib Ahmed SiddiquiUniversity of CambridgeVerified email at cam.ac.uk
Shoya IshimaruProject Professor of Computer Science, Osaka Metropolitan UniversityVerified email at omu.ac.jp
Benjamin BischkeGerman Research Center for Artificial Intelligence, Vision Impulse, NVIDIA AI LabVerified email at dfki.de
Faisal ShafaitProfessor, National University of Sciences and Technology (NUST)Verified email at seecs.edu.pk
Patrick HelberResearcher NVIDIA AI Lab, German Research Center for AI & Director Vision ImpulseVerified email at dfki.de
Heiko MausHead of Topic Area Knowledge Work, Smart Data & Knowledge Services Department, DFKI GmbH (GermanVerified email at dfki.de
Christoph LangenhanTechnische Universität MünchenVerified email at tum.de
Mohsin MunirDFKIVerified email at dfki.de
Georg BuscherResearcher at BingVerified email at gbuscher.com
Klaus-Dieter AlthoffGerman Research Center on Artificial Intelligence and University of HildesheimVerified email at iis.uni-hildesheim.de
Ludger van ElstSenior Consultant and Researcher at DFKIVerified email at dfki.uni-kl.de
Markus WeberWacom Europe GmbHVerified email at wacom.com
Sebastian PalacioHead of the MADM research group, DFKIVerified email at dfki.de
Christian JilekDFKI, TU KaiserslauternVerified email at dfki.de

Andreas Dengel

Professor of Computer Science, University of Kaiserslautern & Executive Director, DFKI

Verified email at dfki.de - Homepage

Artificial Intelligence Machine Learning Document Analysis Semantic Technologies


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Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification P Helber, B Bischke, A Dengel, D Borth IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019	1685	2019
Histogram-based outlier score (hbos): A fast unsupervised anomaly detection algorithm M Goldstein, A Dengel KI-2012: poster and demo track 1, 59-63, 2012	702	2012
DeepAnT: A deep learning approach for unsupervised anomaly detection in time series M Munir, SA Siddiqui, A Dengel, S Ahmed Ieee Access 7, 1991-2005, 2018	638	2018
ICDAR 2011 robust reading competition challenge 2: Reading text in scene images A Shahab, F Shafait, A Dengel 2011 international conference on document analysis and recognition, 1491-1496, 2011	578	2011
Deepdesrt: Deep learning for detection and structure recognition of tables in document images S Schreiber, S Agne, I Wolf, A Dengel, S Ahmed 2017 14th IAPR international conference on document analysis and recognition …, 2017	423	2017
Audioclip: Extending clip to image, text and audio A Guzhov, F Raue, J Hees, A Dengel ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022	313	2022
Multi-task learning for segmentation of building footprints with deep neural networks B Bischke, P Helber, J Folz, D Borth, A Dengel 2019 IEEE International Conference on Image Processing (ICIP), 1480-1484, 2019	309	2019
On the evaluation of document analysis components by recall, precision, and accuracy M Junker, R Hoch, A Dengel Proceedings of the Fifth International Conference on Document Analysis and …, 1999	249	1999
Overview and outlook on the semantic desktop L Sauermann, A Bernardi, A Dengel Proceedings of the 1st Workshop on The Semantic Desktop at the ISWC 2005 …, 2005	236	2005
Introducing eurosat: A novel dataset and deep learning benchmark for land use and land cover classification P Helber, B Bischke, A Dengel, D Borth IGARSS 2018-2018 IEEE international geoscience and remote sensing symposium …, 2018	216	2018
LIVECell—A large-scale dataset for label-free live cell segmentation C Edlund, TR Jackson, N Khalid, N Bevan, T Dale, A Dengel, S Ahmed, ... Nature methods 18 (9), 1038-1045, 2021	197	2021
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning MN Bajwa, MI Malik, SA Siddiqui, A Dengel, F Shafait, W Neumeier, ... BMC medical informatics and decision making 19, 1-16, 2019	193	2019
Dexpression: Deep convolutional neural network for expression recognition P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki arXiv preprint arXiv:1509.05371, 2015	192	2015
Adversarial text-to-image synthesis: A review S Frolov, T Hinz, F Raue, J Hees, A Dengel Neural Networks 144, 187-209, 2021	191	2021
In the blink of an eye: combining head motion and eye blink frequency for activity recognition with google glass S Ishimaru, K Kunze, K Kise, J Weppner, A Dengel, P Lukowicz, A Bulling Proceedings of the 5th augmented human international conference, 1-4, 2014	188	2014
Meta-learning for evolutionary parameter optimization of classifiers M Reif, F Shafait, A Dengel Machine learning 87, 357-380, 2012	186	2012
Automatic classifier selection for non-experts M Reif, F Shafait, M Goldstein, T Breuel, A Dengel Pattern Analysis and Applications 17, 83-96, 2014	184	2014
Eye movements as implicit relevance feedback G Buscher, A Dengel, L van Elst CHI'08 extended abstracts on Human factors in computing systems, 2991-2996, 2008	174	2008
Improved automatic analysis of architectural floor plans S Ahmed, M Liwicki, M Weber, A Dengel 2011 International conference on document analysis and recognition, 864-869, 2011	167	2011
Semantische Technologien: Grundlagen. Konzepte. Anwendungen. A Dengel Springer-Verlag, 2011	165	2011

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