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A Method for Document Zone Content Classification
Quebec City, QC, Canada August 11-August 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.104782816th International Conference on Patt ...
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Yalin Wang, Ihsin T. Phillips, Robert M. Haralick, "A Method for Document Zone Content Classification," Pattern Recognition, International Conference on, vol. 3, pp. 30196, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1047828,
author = {Yalin Wang and Ihsin T. Phillips and Robert M. Haralick},
title = {A Method for Document Zone Content Classification},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2002},
issn = {1051-4651},
pages = {30196},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047828},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - A Method for Document Zone Content Classification
SN - 1051-4651
SP
EP
A1 - Yalin Wang,
A1 - Ihsin T. Phillips,
A1 - Robert M. Haralick,
PY - 2002
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Yalin Wang, University of Washington
Ihsin T. Phillips, City University of New York
Robert M. Haralick, City University of New York
This paper describes an algorithm to classify each given document zone into one of nine classes and provides a protocol for its performance evaluation. The classification scheme uses an optimized binary decision tree and Viterbi algorithm for HMM to find the optimal solution. Our algorithm was trained and tested on a total of 24,177 zones within the 1600 images from UWCDROM III database. Its accuracy rate is 98.45% with a mean false alarm rate of 0.50%
Citation:
Yalin Wang, Ihsin T. Phillips, Robert M. Haralick, "A Method for Document Zone Content Classification," icpr, vol. 3, pp.30196, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002
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