基于Gabor核函数窗设置的图像识别

Image Recognition Research Based on Gabor Kernel Function Window

提出一种依据Gabor核函数窗的设置对红外图像进行识别,首先给出Gabor核函数窗的定义,分析核函数窗对红外图像识别卷积过程,给出了核函数窗的时窗和频窗,最后在对红外图像滤波识别时给出了最优核函数窗的计算方法。计算机仿真实验表明,只有在优化核函数窗设置设置情况下,才能取得了较好的识别结果。

This paper presented a setting based on Gabor kernel function window to identify infrared image. First it gave the definition of the Gabor kernel function window, analyzed the identification process of convolution by the kernel function window and the time window and frequency window of the kernel function window were given. At last, in the filtering recognition of infrared images the calculating method of optimized kernel function window was given. The computer simulation showed that only under the setting of optimized kernel function windown, can the better result be obtained .