Iris recognition method
A technology of iris recognition and iris, which is applied in the field of iris recognition, can solve the problems of high cost, low recognition efficiency, and large samples required by the neural network, and achieve the effect of speeding up and improving accuracy
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[0035] The present invention is described in detail below in conjunction with accompanying drawing:
[0036] A kind of iris recognition method, this method is implemented according to the following steps:
[0037] Step 1. Extraction of iris texture features:
[0038] a. Wavelet decomposition: Wavelet decomposition is a method of multi-resolution analysis, which decomposes the iris image into horizontal high frequency (LH1), vertical high frequency (HL1), diagonal high frequency (HH1) and low frequency approximation (LL1) four subband images, specifically as figure 1 shown;
[0039] b. Multi-channel filter bank extraction: multiple filters are constructed, and the low-frequency approximation (LL1) sub-band image is extracted from the radial and angular directions of the iris texture feature information through the improved two-dimensional log-Gabor filtering algorithm , the function expression is as follows:
[0040] The log-Gabor function is defined as:
[0041]
[004...
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