TY  - BOOK
AU  - Grüning, Tobias
PY  - 2018
DA  - 2018//
TI  - Neural text line extraction in historical documents: a two-stage clustering approach
PB  - Universität Rostock
CY  - Rostock
AB  - Accessibility of the valuable cultural heritage which is hidden in countless scanned historical documents is the motivation for the presented dissertation. The developed (fully automatic) text line extraction methodology combines state-of-the-art machine learning techniques and modern image processing methods. It demonstrates its quality by outperforming several other approaches on a couple of benchmarking datasets. The method is already being used by a wide audience of researchers from different disciplines and thus contributes its (small) part to the aforementioned goal.<eng>
UR  - http://purl.uni-rostock.de/rosdok/id00002427
UR  - https://nbn-resolving.org/urn:nbn:de:gbv:28-rosdok_id00002427-7
UR  - https://d-nb.info/1293655813/34
UR  - https://doi.org/10.18453/rosdok_id00002427
DO  - 10.18453/rosdok_id00002427
LA  - English
N1  - vorgelegt von Tobias Grüning
ID  - 1662425813
ER  -