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OALib Journal期刊
ISSN: 2333-9721
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New Dimension Reduction Approach
一种降维新方法*

Keywords: curse of dimensionality,dimension reduction,intrinsic dimensionality
维度灾难
,降维,本征维,降维算法,方法,Approach,验证,机制,扩展,意义,本征维,数据集,颜色特征,图像数据

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Abstract:

Aiming at the 72-dimensional HSV feature of image color, this paper made a significant improvement to the intrinsic dimensionality of data set at first. Then it proposed a new dimension reduction approach. Experiments show that this method is efficient.

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