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A Novel Word Spotting Method Based on Recurrent Neural Networks

Author
FRINKEN, Volkmar1 ; FISCHER, Andreas1 ; MANMATHA, R2 ; BUNKE, Horst1
[1] Institute of Computer Science and Applied Mathematics (IAM), University of Bern, Neubrückstrasse 10, Bern 3012, Switzerland
[2] Department of Computer Science, University of Massachusetts, 140 Governors Drive, Amherst, MA 01003-9264, United States
Source

IEEE transactions on pattern analysis and machine intelligence. 2012, Vol 34, Num 2, pp 211-224, 14 p ; ref : 62 ref

CODEN
ITPIDJ
ISSN
0162-8828
Scientific domain
Control theory, operational research; Computer science
Publisher
IEEE Computer Society, Los Alamitos, CA
Publication country
United States
Document type
Article
Language
English
Author keyword
BLSTM document analysis historical documents neural network offline handwriting spotting
Keyword (fr)
Analyse documentaire Caractère manuscrit Document ancien Modèle Markov caché Mot clé Protocole jeton Reconnaissance caractère Reconnaissance forme Reconnaissance optique caractère Réseau interconnecté Réseau neuronal Texte Alignement temporel dynamique Reconnaissance écriture Réseau neuronal récurrent
Keyword (en)
Document analysis Manuscript character Old document Hidden Markov model Keyword Token protocol Character recognition Pattern recognition Optical character recognition Interconnected power system Neural network Text Dynamic time warping Handwriting recognition Recurrent neural nets
Keyword (es)
Análisis documental Carácter manuscrito Documento antiguo Modelo Markov oculto Palabra clave Protocolo testigo Reconocimiento carácter Reconocimiento patrón Reconocimento óptico de caracteres Red interconectada Red neuronal Texto Alineamiento dinámico del tiempo Reconocimiento de escritura Red neuronal recurrente
Classification
Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks

Discipline
Computer science : theoretical automation and systems
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
25862381

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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