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2012 10th IAPR International Workshop on Document Analysis Systems
Accent Detection in Handwriting Based on Writing Styles
Gold Coast, Queensland Australia
March 27-March 29
ISBN: 978-0-7695-4661-2
| ASCII Text | x | ||
| Chetan Ramaiah, Utkarsh Porwal, Venu Govindaraju, "Accent Detection in Handwriting Based on Writing Styles," Document Analysis Systems, IAPR International Workshop on, pp. 312-316, 2012 10th IAPR International Workshop on Document Analysis Systems, 2012. | |||
| BibTex | x | ||
| @article{ 10.1109/DAS.2012.13, author = {Chetan Ramaiah and Utkarsh Porwal and Venu Govindaraju}, title = {Accent Detection in Handwriting Based on Writing Styles}, journal ={Document Analysis Systems, IAPR International Workshop on}, volume = {0}, year = {2012}, isbn = {978-0-7695-4661-2}, pages = {312-316}, doi = {http://doi.ieeecomputersociety.org/10.1109/DAS.2012.13}, 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 - Accent Detection in Handwriting Based on Writing Styles SN - 978-0-7695-4661-2 SP312 EP316 A1 - Chetan Ramaiah, A1 - Utkarsh Porwal, A1 - Venu Govindaraju, PY - 2012 KW - Accents in Handwriting KW - Handwriting Styles Modeling KW - Topic Models VL - 0 JA - Document Analysis Systems, IAPR International Workshop on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DAS.2012.13
Accent in handwriting can be defined as the influence of a writer's native script on his/her writing style in another script. In this paper, we approach the problem of detecting the existence of accents in handwriting. We approach this problem using two sets of writers, those who can write only in English, and the other set being multilingual writers who can also write in English. We learn the writing styles that are predominant in each set and use it as features in classification. Latent Dirichlet Allocation is used to learn the distribution over writing styles. Experimental results suggest the existence of accents in handwriting.
Index Terms:
Accents in Handwriting, Handwriting Styles Modeling, Topic Models
Citation:
Chetan Ramaiah, Utkarsh Porwal, Venu Govindaraju, "Accent Detection in Handwriting Based on Writing Styles," das, pp.312-316, 2012 10th IAPR International Workshop on Document Analysis Systems, 2012
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