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17th International Conference on Pattern Recognition (ICPR'04) - Volume 1
Spontaneous Handwriting Recognition and Classification
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
ASCII Text
x 
 
Alejandro H. Toselli, Alfons Juan, Enrique Vidal, "Spontaneous Handwriting Recognition and Classification," Pattern Recognition, International Conference on, vol. 1, pp. 433-436, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 1, 2004.
 
 
BibTex
x
 
@article{ 10.1109/ICPR.2004.1334151,
author = {Alejandro H. Toselli and Alfons Juan and Enrique Vidal},
title = {Spontaneous Handwriting Recognition and Classification},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2004},
issn = {1051-4651},
pages = {433-436},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334151},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Spontaneous Handwriting Recognition and Classification
SN - 1051-4651
SP433
EP436
A1 - Alejandro H. Toselli,
A1 - Alfons Juan,
A1 - Enrique Vidal,
PY - 2004
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Alejandro H. Toselli, Universidad Polit?nica de Valencia, Spain
Alfons Juan, Universidad Polit?nica de Valencia, Spain
Enrique Vidal, Universidad Polit?nica de Valencia, Spain
Finite-state models are used to implement a handwritten text recognition and classification system for a real application entailing casual, spontaneous writing with large vocabulary. Handwritten short paragraphs are to be classified into a small number of predefined classes. The paragraphs involve a wide variety of writing styles and contain many non-textual artifacts. HMMs and n-grams are used for text recognition and n-grams are also used for text classification. Experimental results are reported which, given the extreme difficulty of the task, are encouraging.
Citation:
Alejandro H. Toselli, Alfons Juan, Enrique Vidal, "Spontaneous Handwriting Recognition and Classification," icpr, vol. 1, pp.433-436, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 1, 2004
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