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Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks


May 08, 2021
Khurram Azeem Hashmi, Marcus Liwicki, Didier Stricker, Muhammad Adnan Afzal, Muhammad Ahtsham Afzal, Muhammad Zeshan Afzal

* 23 pages, 14 figures 

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Guided Table Structure Recognition through Anchor Optimization


Apr 21, 2021
Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Noman Afzal, Muhammad Zeshan Afzal

* 13 pages, 8 figures, 5 tables. Submitted to IEEE Access Journal 

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Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks


Jun 22, 2018
Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya, Muhammad Zeshan Afzal, Marcus Liwicki


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Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines


Nov 03, 2017
Andreas Kölsch, Muhammad Zeshan Afzal, Markus Ebbecke, Marcus Liwicki


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Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification


Apr 11, 2017
Muhammad Zeshan Afzal, Andreas Kölsch, Sheraz Ahmed, Marcus Liwicki


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TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network


Mar 26, 2017
Ayushman Dash, John Cristian Borges Gamboa, Sheraz Ahmed, Marcus Liwicki, Muhammad Zeshan Afzal


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Multilevel Context Representation for Improving Object Recognition


Mar 19, 2017
Andreas Kölsch, Muhammad Zeshan Afzal, Marcus Liwicki


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DeXpression: Deep Convolutional Neural Network for Expression Recognition


Aug 17, 2016
Peter Burkert, Felix Trier, Muhammad Zeshan Afzal, Andreas Dengel, Marcus Liwicki

* Under consideration for publication in Pattern Recognition Letters 

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A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents


May 04, 2016
Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki


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