Muhammad Zeshan Afzal
Muhammad Zeshan Afzal
Insiders Technologies GmbH Germany
Verified email at insiders-technologies.de
Title
Cited by
Cited by
Year
Dexpression: Deep convolutional neural network for expression recognition
P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki
arXiv preprint arXiv:1509.05371, 2015
1252015
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
862017
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
562015
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
502016
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
352015
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Proceedings of the 3rd international workshop on historical document imaging …, 2015
312015
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
302017
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
302016
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
242017
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
242015
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
182015
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
172013
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
162016
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), e0133648, 2015
152015
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
142018
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
132016
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
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
112013
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
102017
A generic method for automatic ground truth generation of camera-captured documents
S Ahmed, MI Malik, MZ Afzal, K Kise, M Iwamura, A Dengel, M Liwicki
arXiv preprint arXiv:1605.01189, 2016
92016
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