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1. 上海交通大学计算机科学与工程系!上海
2. 200030
Published:1998
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[1]叶芗芸,戚飞虎,朱国霞.一种多级分类器集成的字符识别方法[J].电子学报,1998(11):15-19.
叶芗芸, 戚飞虎, 朱国霞. An Integrated Method of Muitiple Classifiers for Character Recognition[J]. Acta Electronica Sinica, 1998, (11): 15-19.
本文介绍了多种分类器的集成技术该技术把以往试图寻找一种性能优良的分类器的问题转化成设计多个性能较优的分类器,且将以往高维特征空间的判分问题转化为针对不同低维空间进行划分的问题本文结合景物图像中文字目标的识别问题提出多级混合集成方案(Hier-archicalHybridIntegrateMethod),为实用系统的高识别率奠定了基础
The paper introduces a classifier integrating method which transforms the problem of designing one superior classifier into designing a series of relative superior classifiers. The methed also transforms the problem of high dimensional division into different lower dimensional division. The paper proposes a Hybrid Integratd Method for character recognition in scene image
which means much noise and distortion. The method is proven to be effective in establishing practical syStems.
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