Publications

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Muhammad Zeshan Afzal; Andreas Kölsch; Sheraz Ahmed; Marcus Liwicki
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification
In: ICADR. International Conference on Document Analysis and Recognition (ICDAR), IEEE, 2017.
Ayushman Dash; John Cristian Borges Gamboa; Sheraz Ahmed; Marcus Liwicki; Muhammad Zeshan Afzal
TAC-GAN-text conditioned auxiliary classifier generative adversarial network
arxiv, 2017.
Riaz Ahmad; Muhammad Zeshan Afzal; Sheikh Faisal Rashid; Marcus Liwicki; Thomas Breuel; Andreas Dengel
A Novel Skew Detection and Correction Approach for Scanned Documents
In: DAS. IAPR International Workshop on Document Analysis Systems (DAS-12), April 11-14, Santorini, Greece, DAS, 4/2016.
Riaz Ahmad; M. Zeshan Afzal; S. Faisal Rashid; Marcus Liwicki; Thomas Breuel; Andreas Dengel
KPTI: Katib’s Pashto Text Imagebase and DeepLearning Benchmark
In: 15th International Conference on Frontiers in Handwriting Recognition. International Conference on Frontiers in Handwriting Recognition (ICFHR), …
Federico Raue; Marcus Liwicki; Andreas Dengel
Symbolic Association Learning inspired by the Symbol Grounding Problem
In: Thomas Villmann; Frank-Michael Schleif (Hrsg.). Machine Learning Reports 04/2016. Workshop New Challenges in Neural Computation (NC2-2016), German …
Federico Raue; Sebastian Palacio; Thomas M. Breuel; Wonmin Byeon; Andreas Dengel; Marcus Liwicki
Symbolic Association using Parallel Multilayer Perceptron
In: Proceedings of the 25th International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks …
Riaz Ahmad; Muhammad Zeshan Afzal; Sheikh Faisal Rashid; Marcus Liwicki; Andreas Dengel; Thomas Breuel
Recognizable Units in Pashto Language for OCR
In: IEEE Xplore (Hrsg.). MOCR. International Conference on Document Analysis and Recognition (ICDAR-13), August 22-26, Nancy, France, other, 8/2015.
Riaz Ahmad; Muhammad Zeshan Afzal; Sheikh Faisal Rashid; Marcus Liwicki; Thomas Breuel
Scale and Rotation Invariant OCR for Pashto Cursive Script using MDLSTM Network
In: IEEE. International Conference on Document Analysis and Recognition (ICDAR-13), August 22-26, Nancy, France, Other, 8/2015.
Johannes Bayer; Syed Saqib Bukhari; Christoph Langenhan; Marcus Liwicki; Klaus-Dieter Althoff; Frank Petzold; Andreas Dengel
Migrating the Classical Pen-and-Paper based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation
In: The Eleventh IAPR International Workshop on Graphics Recognition. IAPR International Workshop on Graphics Recognition (GREC-2015), 11th, located …
Federico Raue; Wonmin Byeon; Thomas Breuel; Marcus Liwicki
Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks
In: Tarek R. Besold; Artur d’Avila Garcez; Gary F. Marcus; Risto Miikkulainen (Hrsg.). Workshop on Cognitive Computation: Integrating Neural and …