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OALib Journal期刊
ISSN: 2333-9721
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Fast Gabor Filtering
Gabor滤波器的快速实现

Keywords: Gabor filter,Gaussian filter,non-orthogonal decomposition,recursive filtering,fast algorithm
Gabor滤波
,高斯滤波器,非正交分解,递归滤波,快速算法

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Abstract:

In this paper,two fast implementations of Gabor filter are proposed.The implementation strategy involves two steps:1)decomposing Gabor filter into 1-D Ganssian filters along non-orthogonal axes with different variances; 2)recursively implementing these 1-D Gaussian filters.The non-orthogonal decomposition and recursive filtering ensure efficient performance.Experimental results showed that the proposed implementations outperform traditional convolution filtering with respect to computational speed and accuracy.

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