A subspace method for feature extraction using independent components

机译：使用独立组件进行特征提取的子空间方法

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摘要

We propose an approach to feature extraction using independent component analysis. The proposed method is combination of a subspace method and a combining strategy. Simulations are performed for the standard databases. Results reveal the effectiveness of the proposed method.

机译：我们提出了一种使用独立分量分析进行特征提取的方法。所提出的方法是子空间方法和组合策略的组合。对标准数据库执行模拟。结果表明了该方法的有效性。

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《》|2002年|p.746-749|共4页
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Kinukawa; S.; Kotani; M.; Ozawa; S.;
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中图分类无线电电子学、电信技术;
关键词
feature extraction; independent component analysis; pattern recognition; feature extraction; independent components; subspace method; independent component analysis; recognition; primary visual cortex;

机译：特征提取;独立成分分析;模式识别;特征提取;独立组件;子空间法独立成分分析;承认;初级视觉皮层;

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2. Research on Feature Extraction Method for Handwritten Chinese Character Recognition Based on Kernel Independent Component Analysis [J] . He Zhiguo, Yang Xiaoli Research journal of applied science, engineering and technology . 2013,第7期

机译：基于核独立成分分析的手写汉字识别特征提取方法研究
3. Research on Feature Extraction Method for Handwritten Chinese Character Recognition Based on Kernel Independent Component Analysis [J] . He Zhiguo, Yang Xiaoli Research journal of applied science, engineering and technology . 2013,第7期

机译：基于核独立成分分析的手写汉字识别特征提取方法研究
4. A subspace method for feature extraction using independent components [C] . Shuhei Kinukawa, Manabu Kotani, Seiichi Ozawa SICE Annual Conference . 2002

机译：独立组件的特征提取子空间方法
5. Independent component analysis for enhanced feature extraction in NDE applications. [D] . Shin, Byung Hyuk. 2004

机译：独立组件分析可增强NDE应用程序中的特征提取。
6. A fuzzy based feature selection from independent component subspace for machine learning classification of microarray data [O] . Rabia Aziz, C.K. Verma, Namita Srivastava 2016

机译：从独立分量子空间中基于模糊的特征选择用于微阵列数据的机器学习分类
7. Robust Auditory-Based Speech Feature Extraction Using Independent Subspace Method [O] . Qiang Wu, Liqing Zhang, Bin Xia 2015

机译：基于独立子空间方法的鲁棒听觉语音特征提取
8. Eigenvalue Properties of Projection Operators and Their Application to the Subspace Method of Feature Extraction. [R] . therrien,charles w. 1974

机译：投影算子的特征值性质及其在子空间特征提取中的应用。

A subspace method for feature extraction using independent components

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