Andreas Dengel

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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 HeesDFKI, TU KaiserslauternVerified email at dfki.de
Damian BorthProfessor of Artificial Intelligence & Machine Learning, University of St. GallenVerified email at unisg.ch
Koichi KiseProfessor of Computer Science and Intelligent Systems, Osaka Prefecture UniversityVerified email at cs.osakafu-u.ac.jp
Faisal ShafaitProfessor, National University of Sciences and Technology (NUST)Verified email at seecs.edu.pk
Shoaib Ahmed SiddiquiUniversity of CambridgeVerified email at cam.ac.uk
Heiko MausHead of Topic Area Knowledge Work, DFKI GmbH (German Research Center for Artificial Intelligence)Verified email at dfki.de
Georg BuscherResearcher at BingVerified email at gbuscher.com
Benjamin BischkeResearcher NVIDIA AI Lab, German Research Center for Artificial Intelligence, Vision ImpulseVerified email at dfki.de
Shoya IshimaruJunior Professor of Computer Science, University of KaiserslauternVerified email at cs.uni-kl.de
Christoph LangenhanTechnische Universität MünchenVerified email at tum.de
Markus WeberWacom Europe GmbHVerified email at wacom.com
Federico RaueSenior Research, German Research Centre for Artificial IntelligenceVerified email at dfki.de
Patrick HelberResearcher NVIDIA AI Lab, German Research Center for AI & Director Vision ImpulseVerified email at dfki.de
Ludger van ElstSenior Consultant and Researcher at DFKIVerified email at dfki.uni-kl.de
Klaus-Dieter AlthoffGerman Research Center on Artificial Intelligence and University of HildesheimVerified email at iis.uni-hildesheim.de
Mohsin MunirDFKIVerified email at dfki.de
Dr. Thomas Roth-BerghoferSelf-employedVerified email at roth-berghofer.de
Dr. Benjamin AdrianFraunhofer Institute for Industrial Mathematics ITWMVerified email at itwm.fraunhofer.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	584	2019
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	554	2011
Histogram-based outlier score (hbos): A fast unsupervised anomaly detection algorithm M Goldstein, A Dengel KI-2012: poster and demo track 9, 2012	392	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	316	2018
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	247	2017
Overview and Outlook on the Semantic Desktop. L Sauermann, A Bernardi, A Dengel Semantic Desktop Workshop 175, 2005	229	2005
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	219	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	194	1999
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	170	2008
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	167	2014
Dexpression: Deep convolutional neural network for expression recognition P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki arXiv preprint arXiv:1509.05371, 2015	164	2015
Automatic classifier selection for non-experts M Reif, F Shafait, M Goldstein, T Breuel, A Dengel Pattern Analysis and Applications 17 (1), 83-96, 2014	163	2014
Meta-learning for evolutionary parameter optimization of classifiers M Reif, F Shafait, A Dengel Machine learning 87 (3), 357-380, 2012	158	2012
Semantic desktop 2.0: The gnowsis experience L Sauermann, GA Grimnes, M Kiesel, C Fluit, H Maus, D Heim, D Nadeem, ... International Semantic Web Conference, 887-900, 2006	146	2006
Document structure analysis based on layout and textual features S Klink, A Dengel, T Kieninger Proc. of International Workshop on Document Analysis Systems, DAS2000, 99-111, 2000	143	2000
Semantische Technologien: Grundlagen. Konzepte. Anwendungen. A Dengel Springer-Verlag, 2011	140	2011
Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond G Buscher, A Dengel, R Biedert, LV Elst ACM Transactions on Interactive Intelligent Systems (TiiS) 1 (2), 1-30, 2012	132	2012
Pimo-a framework for representing personal information models L Sauermann, L Van Elst, A Dengel Proceedings of I-Semantics 7, 270-277, 2007	131	2007
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	126	2011
Query expansion using gaze-based feedback on the subdocument level G Buscher, A Dengel, L Van Elst Proceedings of the 31st annual international ACM SIGIR conference on …, 2008	120	2008

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