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Learning Co-occurrence of Local Spatial Strokes for Robust Character Recognition

Authors :
Cunzhao Shi
Baihua Xiao
Song Gao
Chunheng Wang
Zhong Zhang
Wen Zhou
Source :
IEICE Transactions on Information and Systems. :1937-1941
Publication Year :
2014
Publisher :
Institute of Electronics, Information and Communications Engineers (IEICE), 2014.

Abstract

In this paper, we propose a representation method based on local spatial strokes for scene character recognition. High-level semantic information, namely co-occurrence of several strokes is incorporated by learning a sparse dictionary, which can further restrain noise brought by single stroke detectors. The encouraging results outperform state-of-the-art algorithms.

Details

ISSN :
17451361 and 09168532
Database :
OpenAIRE
Journal :
IEICE Transactions on Information and Systems
Accession number :
edsair.doi...........e55f9960f27b322aedfaa981468720bb