Cascade Classifier : Design and Application to Digit Recognition

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Eighth International Conference on Document Analysis and Recognition (ICDAR'05)

Seoul, Korea

August 31-September 01

ISBN: 0-7695-2420-6

	ASCII Text	x
	Jean Duong, Hubert Emptoz, "Cascade Classifier : Design and Application to Digit Recognition," Document Analysis and Recognition, International Conference on, pp. 1065-1069, Eighth International Conference on Document Analysis and Recognition (ICDAR'05), 2005.

	BibTex	x
	@article{ 10.1109/ICDAR.2005.69, author = {Jean Duong and Hubert Emptoz}, title = {Cascade Classifier : Design and Application to Digit Recognition}, journal ={Document Analysis and Recognition, International Conference on}, volume = {0}, year = {2005}, issn = {1520-5263}, pages = {1065-1069}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDAR.2005.69}, 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 - Cascade Classifier : Design and Application to Digit Recognition SN - 1520-5263 SP1065 EP1069 A1 - Jean Duong, A1 - Hubert Emptoz, PY - 2005 KW - null VL - 0 JA - Document Analysis and Recognition, International Conference on ER -

Jean Duong, LIRIS-INSA, CEDEX , France

Hubert Emptoz, LIRIS-INSA, CEDEX , France

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDAR.2005.69

The focus of this paper is on machine learning. More specifically, a classifier combination is proposed. We name it "cascade classifier". Conceptually, this system is based on confusion analysis and local re-training mechanism. We describe its architecture. Experiments with handwritten digit images of the MNIST (Modified NIST) database are presented.

Citation:

Jean Duong, Hubert Emptoz, "Cascade Classifier : Design and Application to Digit Recognition," icdar, pp.1065-1069, Eighth International Conference on Document Analysis and Recognition (ICDAR'05), 2005

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