Non-contact palm print identity authentication method
An identity authentication, non-contact technology, applied in the field of non-contact palmprint identity authentication
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[0035] like figure 1 As shown, the present invention provides a non-contact palmprint identity authentication method, comprising the following steps:
[0036] S1: Acquire a training sample image and a test sample image, where the training sample image and the test sample image include at least one set of palm images with clenched fists and palm images with open palms;
[0037] S2: reduce the resolution of the training sample image and the test sample image, and extract the ROI of the training sample image and the test sample image;
[0038] S3: transform the ROI of the training sample image to expand the ROI of the training sample image;
[0039] S4: Extract global features and local features that are irrelevant to rotation, perspective, and brightness transformation in the ROI of the training sample image through dual-network deep learning based on convolutional neural networks. According to the test sample image and the training sample image The similarity between the glob...
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