FLD Based Unconstrained Handwritten Kannada Character Recognition

Niranjan S. Ka, Vijaya Kumarb, Hemantha Kumar, Manjunath Aradhya
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引用次数: 31

Abstract

In this paper, we propose unconstrained handwritten Kannada character recognition based on Fisher linear discriminant analysis (FLD). The proposed system extracts features from well known FLD, Two dimensional FLD (2D-FLD) and diagonal FLD. In order to classify the characters, we explore different distance measure techniques and compare their results. The proposed system is tested on unconstrained handwritten Kannada characters with pertaining to large number of character classes. The system showed effectiveness and feasibility of the proposed method.
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基于FLD的无约束手写卡纳达语字符识别
本文提出了一种基于Fisher线性判别分析(FLD)的无约束手写卡纳达语字符识别方法。该系统从已知的FLD、二维FLD和对角线FLD中提取特征。为了对这些特征进行分类,我们探索了不同的距离测量技术,并比较了它们的结果。该系统在大量字符类的无约束手写卡纳达汉字上进行了测试。系统验证了该方法的有效性和可行性。
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