Search Results for author: Johannes Michael

Found 3 papers, 2 papers with code

Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition

1 code implementation18 Mar 2019 Johannes Michael, Roger Labahn, Tobias Grüning, Jochen Zöllner

Encoder-decoder models have become an effective approach for sequence learning tasks like machine translation, image captioning and speech recognition, but have yet to show competitive results for handwritten text recognition.

Handwritten Text Recognition Image Captioning +6

Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records

no code implementations17 Jul 2018 Animesh Prasad, Hervé Déjean, Jean-Luc Meunier, Max Weidemann, Johannes Michael, Gundram Leifert

In this report, we present our findings from benchmarking experiments for information extraction on historical handwritten marriage records Esposalles from IEHHR - ICDAR 2017 robust reading competition.

Benchmarking Handwritten Text Recognition +4

A Two-Stage Method for Text Line Detection in Historical Documents

2 code implementations9 Feb 2018 Tobias Grüning, Gundram Leifert, Tobias Strauß, Johannes Michael, Roger Labahn

For example, for the complex track of the cBAD: ICDAR2017 Competition on Baseline Detection the F-value is increased from 0. 859 to 0. 922.

Clustering Data Augmentation +2

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