UOBScholar Hub
UOB Libraries created the UOBScholar Hub, an Institutional Repository (IR) for archiving and collecting all the research output of the UOB community. It aims to improve the visibility, usage and impact of research conducted at UOB. Materials included are: academic journal articles, conference papers and presentations, books and book chapters, ongoing research papers, reports and patents.
Submit your Publication
Please use this identifier to cite or link to this item:
https://scholarhub.balamand.edu.lb/handle/uob/1346| Title: | The UOB-Telecom paristech arabic handwriting recognition and translation systems for the openHart 2013 competition | Authors: | Morillot , Olivier Oprean, Cristina Likforman-Sulem, Laurence Mokbel, Chafic Chammas, Edgar Grosick, Emmanuèle |
Affiliations: | Department of Electrical Engineering | Keywords: | Arabic handwriting recognition Textline recognition Preprocessing HMM BLSTM |
Subjects: | Translation | Issue Date: | 2013 | Conference: | International Conference on Document Analysis and Recognition (ICDAR) (12th : 25-28 Aug 2013 : Washington DC, United States) | Abstract: | This article is a description of the two systems proposed for the recognition of Arabic handwritten text lines and for the automatic translation of text-line and sentence images into English text. The recognition systems are based on HMMs (Hidden Markov Models) and BLSTMs (bi-directional long short term memory) recurrent networks. Two SMT (Statistical Machine Translation) systems based on MOSES [1] were built for the evaluation system: one on text-line translation and one for sentence translation. |
URI: | https://scholarhub.balamand.edu.lb/handle/uob/1346 | Open URL: | Link to full text | Type: | Conference Presentation |
| Appears in Collections: | Department of Electrical Engineering |
Show full item record
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.