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2008 The Eighth IAPR International Workshop on Document Analysis Systems
Shape Code Based Lexicon Reduction for Offline Handwritten Word Recognition
September 16-September 19
ISBN: 978-0-7695-3337-7
| ASCII Text | x | ||
| Roman Bertolami, Christoph Gutmann, Horst Bunke, A. Lawrence Spitz, "Shape Code Based Lexicon Reduction for Offline Handwritten Word Recognition," Document Analysis Systems, IAPR International Workshop on, pp. 158-163, 2008 The Eighth IAPR International Workshop on Document Analysis Systems, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/DAS.2008.18, author = {Roman Bertolami and Christoph Gutmann and Horst Bunke and A. Lawrence Spitz}, title = {Shape Code Based Lexicon Reduction for Offline Handwritten Word Recognition}, journal ={Document Analysis Systems, IAPR International Workshop on}, volume = {0}, year = {2008}, isbn = {978-0-7695-3337-7}, pages = {158-163}, doi = {http://doi.ieeecomputersociety.org/10.1109/DAS.2008.18}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Document Analysis Systems, IAPR International Workshop on TI - Shape Code Based Lexicon Reduction for Offline Handwritten Word Recognition SN - 978-0-7695-3337-7 SP158 EP163 A1 - Roman Bertolami, A1 - Christoph Gutmann, A1 - Horst Bunke, A1 - A. Lawrence Spitz, PY - 2008 KW - Shape Codes KW - Handwriting Recognition KW - Lexicon Reduction VL - 0 JA - Document Analysis Systems, IAPR International Workshop on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DAS.2008.18
A novel method to reduce the lexicon size in handwritten word recognition is proposed in this paper. Due to large lexica, the computational cost of current word recognisers is often too high for practical applications. The proposed lexicon reduction method is based on character shape codes. We examine four different shape code mappings based on machine printed character font, on handprint, and on cursive handwriting. Experimental evaluation shows that the proposed method can reduce the computational effort while keeping the recognition rate high.
Index Terms:
Shape Codes, Handwriting Recognition, Lexicon Reduction
Citation:
Roman Bertolami, Christoph Gutmann, Horst Bunke, A. Lawrence Spitz, "Shape Code Based Lexicon Reduction for Offline Handwritten Word Recognition," das, pp.158-163, 2008 The Eighth IAPR International Workshop on Document Analysis Systems, 2008
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