Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification. - Muhammad Zeshan Afzal; Andreas Kölsch; Sheraz Ahmed; Marcus Liwicki (ICDAR, 2017)

Real-Time Document Image Classification Using Deep CNN and Extreme Learning Machines. - Andreas Kölsch; Muhammad Zeshan Afzal; Markus Ebbecke; Marcus Liwicki (ICDAR, 2017)

Multilevel Context Representation for Improving Object Recognition. - Andreas Kölsch; Muhammad Zeshan Afzal; Marcus Liwicki (WML@ICDAR, 2017)

Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks. - Andreas Kölsch; Ashutosh Mishra; Saurabh Varshneya; Muhammad Zeshan Afzal; Marcus Liwicki (ICFHR, 2018)

Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks. - Andreas Kölsch; Ashutosh Mishra; Saurabh Varshneya; Marcus Liwicki (CoRR, 2018)