| 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 |
| 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 |
| Tac-gan-text conditioned auxiliary classifier generative adversarial network A Dash, JCB Gamboa, S Ahmed, M Liwicki, MZ Afzal arXiv preprint arXiv:1703.06412, 2017 | 198 | 2017 |
| 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 |
| 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 |
| Statistical segmentation and structural recognition for floor plan interpretation: Notation invariant structural element recognition LP De Las Heras, S Ahmed, M Liwicki, E Valveny, G Sánchez International Journal on Document Analysis and Recognition (IJDAR) 17 (3 …, 2014 | 149 | 2014 |
| Automatic room detection and room labeling from architectural floor plans S Ahmed, M Liwicki, M Weber, A Dengel 2012 10th IAPR international workshop on document analysis systems, 339-343, 2012 | 149 | 2012 |
| DeepCFD: Efficient steady-state laminar flow approximation with deep convolutional neural networks MD Ribeiro, A Rehman, S Ahmed, A Dengel arXiv preprint arXiv:2004.08826, 2020 | 128 | 2020 |
| Decnt: Deep deformable cnn for table detection SA Siddiqui, MI Malik, S Agne, A Dengel, S Ahmed IEEE access 6, 74151-74161, 2018 | 125 | 2018 |
| Computer-aided diagnosis of skin diseases using deep neural networks MN Bajwa, K Muta, MI Malik, SA Siddiqui, SA Braun, B Homey, A Dengel, ... Applied Sciences 10 (7), 2488, 2020 | 119 | 2020 |
| Cutting the error by half: Investigation of very deep cnn and advanced training strategies for document image classification MZ Afzal, A Kölsch, S Ahmed, M Liwicki 2017 14th IAPR international conference on document analysis and recognition …, 2017 | 114 | 2017 |
| FuseAD: Unsupervised anomaly detection in streaming sensors data by fusing statistical and deep learning models M Munir, SA Siddiqui, MA Chattha, A Dengel, S Ahmed Sensors 19 (11), 2451, 2019 | 107 | 2019 |
| Probabilistic forecasting of sensory data with generative adversarial networks–forgan A Koochali, P Schichtel, A Dengel, S Ahmed IEEE Access 7, 63868-63880, 2019 | 104 | 2019 |
| Tsviz: Demystification of deep learning models for time-series analysis SA Siddiqui, D Mercier, M Munir, A Dengel, S Ahmed IEEE Access 7, 67027-67040, 2019 | 104 | 2019 |
| Automatic analysis and sketch-based retrieval of architectural floor plans S Ahmed, M Weber, M Liwicki, C Langenhan, A Dengel, F Petzold Pattern Recognition Letters 35, 91-100, 2014 | 97 | 2014 |
| Deeptabstr: Deep learning based table structure recognition SA Siddiqui, IA Fateh, STR Rizvi, A Dengel, S Ahmed 2019 international conference on document analysis and recognition (ICDAR …, 2019 | 89 | 2019 |
| Judging a book by its cover BK Iwana, STR Rizvi, S Ahmed, A Dengel, S Uchida arXiv preprint arXiv:1610.09204, 2016 | 82 | 2016 |
| On interpretability of deep learning based skin lesion classifiers using concept activation vectors A Lucieri, MN Bajwa, SA Braun, MI Malik, A Dengel, S Ahmed 2020 international joint conference on neural networks (IJCNN), 1-10, 2020 | 77 | 2020 |
| G1020: A benchmark retinal fundus image dataset for computer-aided glaucoma detection MN Bajwa, GAP Singh, W Neumeier, MI Malik, A Dengel, S Ahmed 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 74 | 2020 |
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIVerified email at dfki.de
