Muhammad Zeshan Afzal
Muhammad Zeshan Afzal
Insiders Technologies GmbH Germany
Verified email at insiders-technologies.de
TitleCited byYear
Dexpression: Deep convolutional neural network for expression recognition
P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki
arXiv preprint arXiv:1509.05371, 2015
942015
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
522017
Evaluation of cursive and non-cursive scripts using recurrent neural networks
SB Ahmed, S Naz, MI Razzak, SF Rashid, MZ Afzal, TM Breuel
Neural Computing and Applications 27 (3), 603-613, 2016
462016
Deepdocclassifier: Document classification with deep convolutional neural network
MZ Afzal, S Capobianco, MI Malik, S Marinai, TM Breuel, A Dengel, ...
2015 13th International Conference on Document Analysis and Recognition …, 2015
342015
Complete system for text line extraction using convolutional neural networks and watershed transform
J Pastor-Pellicer, MZ Afzal, M Liwicki, MJ Castro-Bleda
2016 12th IAPR Workshop on Document Analysis Systems (DAS), 30-35, 2016
212016
Insights on the use of convolutional neural networks for document image binarization
J Pastor-Pellicer, S España-Boquera, F Zamora-Martínez, MZ Afzal, ...
International Work-Conference on Artificial Neural Networks, 115-126, 2015
202015
A sequence learning approach for multiple script identification
A Ul-Hasan, MZ Afzal, F Shafait, M Liwicki, TM Breuel
2015 13th International Conference on Document Analysis and Recognition …, 2015
192015
Real-time document image classification using deep CNN and extreme learning machines
A Kölsch, MZ Afzal, M Ebbecke, M Liwicki
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
162017
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
132017
Document image binarization using lstm: A sequence learning approach
MZ Afzal, J Pastor-Pellicer, F Shafait, TM Breuel, A Dengel, M Liwicki
Proceedings of the 3rd International Workshop on Historical Document Imaging …, 2015
132015
Scale and rotation invariant OCR for Pashto cursive script using MDLSTM network
R Ahmad, MZ Afzal, SF Rashid, M Liwicki, T Breuel
2015 13th International Conference on Document Analysis and Recognition …, 2015
122015
Robust binarization of stereo and monocular document images using percentile filter
MZ Afzal, M Krämer, SS Bukhari, MR Yousefi, F Shafait, TM Breuel
International Workshop on Camera-Based Document Analysis and Recognition …, 2013
122013
Improvements to uncalibrated feature-based stereo matching for document images by using text-line segmentation
MZ Afzal, M Kramer, SS Bukhari, F Shafait, TM Breuel
2012 10th IAPR International Workshop on Document Analysis Systems, 394-398, 2012
122012
A novel skew detection and correction approach for scanned documents
R Ahmad, SF Rashid, MZ Afzal, M Liwicki, A Dengel, T Breuel
DAS 2016, 12th Intl IAPR Workshop on Document Analysis Systems, 2016
112016
Robust optical recognition of cursive pashto script using scale, rotation and location invariant approach
R Ahmad, S Naz, MZ Afzal, SH Amin, T Breuel
PloS one 10 (9), 2015
112015
Kpti: Katib's pashto text imagebase and deep learning benchmark
R Ahmad, MZ Afzal, SF Rashid, M Liwicki, T Breuel, A Dengel
2016 15th International Conference on Frontiers in Handwriting Recognition …, 2016
102016
Recognizing challenging handwritten annotations with fully convolutional networks
A Kölsch, A Mishra, S Varshneya, MZ Afzal, M Liwicki
2018 16th International Conference on Frontiers in Handwriting Recognition …, 2018
92018
Normalizing historical orthography for OCR historical documents using LSTM
MA Azawi, MZ Afzal, TM Breuel
Proceedings of the 2nd International Workshop on Historical Document Imaging …, 2013
92013
Recognizable units in pashto language for ocr
R Ahmad, MZ Afzal, SF Rashid, M Liwicki, A Dengel, T Breuel
2015 13th International Conference on Document Analysis and Recognition …, 2015
72015
Airscript-creating documents in air
A Dash, A Sahu, R Shringi, J Gamboa, MZ Afzal, MI Malik, A Dengel, ...
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
62017
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