摘要
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）。
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.
出处
《电子学报》
EI
CAS
CSCD
北大核心
1998年第11期15-19,共5页
Acta Electronica Sinica
基金
国家自然科学基金!69572026
国防预研基金
关键词
独立分类器
抽象层
度量层
集成分类器
字符识别
Individual classifier, Integrated classifier, Abstraction level, Measurement level
