HMM Word Recognition Engine

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	Similar Articles Articles by Didier Guillevic Articles by Ching Y. Suen

Fourth International Conference Document Analysis and Recognition (ICDAR'97)

Ulm, GERMANY

August 18-August 20

ISBN: 0-8186-7898-4

	ASCII Text	x
	Didier Guillevic, Ching Y. Suen, "HMM Word Recognition Engine," Document Analysis and Recognition, International Conference on, pp. 544, Fourth International Conference Document Analysis and Recognition (ICDAR'97), 1997.

	BibTex	x
	@article{ 10.1109/ICDAR.1997.620559, author = {Didier Guillevic and Ching Y. Suen}, title = {HMM Word Recognition Engine}, journal ={Document Analysis and Recognition, International Conference on}, volume = {0}, year = {1997}, isbn = {0-8186-7898-4}, pages = {544}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDAR.1997.620559}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Document Analysis and Recognition, International Conference on TI - HMM Word Recognition Engine SN - 0-8186-7898-4 SP EP A1 - Didier Guillevic, A1 - Ching Y. Suen, PY - 1997 KW - Handwritten word recognition KW - Hidden Markov Models (HMM) KW - Bank Cheque Processing VL - 0 JA - Document Analysis and Recognition, International Conference on ER -

Didier Guillevic, CENPARMI, Suite GM-606

Ching Y. Suen, CENPARMI, Suite GM-606

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDAR.1997.620559

We describe a Hidden Markov Model (HMM) based word recognition engine currently being developed to be integrated with the CENPARMI Bank Cheque Processing System. The various modules are described in detail, and preliminary results are compared with our previous global feature recognition scheme. The engine is tested on words from a database of over 4,500 cheques of 1,400 writers.

Index Terms:

Handwritten word recognition, Hidden Markov Models (HMM), Bank Cheque Processing

Citation:

Didier Guillevic, Ching Y. Suen, "HMM Word Recognition Engine," icdar, pp.544, Fourth International Conference Document Analysis and Recognition (ICDAR'97), 1997

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