IEEE - Institute of Electrical and Electronics Engineers, Inc. - High-Performance OCR for Printed English and Fraktur Using LSTM Networks

2013 12th International Conference on Document Analysis and Recognition (ICDAR)

Author(s): Thomas M. Breuel ; Adnan Ul-Hasan ; Mayce Ali Al-Azawi ; Faisal Shafait
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2013
Conference Location: Washington, DC, USA
Conference Date: 25 August 2013
Page(s): 683 - 687
ISBN (Electronic): 978-0-7695-4999-6
ISSN (Paper): 1520-5363
DOI: 10.1109/ICDAR.2013.140
Regular:

Long Short-Term Memory (LSTM) networks have yielded excellent results on handwriting recognition. This paper describes an application of bidirectional LSTM networks to the problem of... View More

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