Identity authentication system based on footprint comparison algorithm
A technology of identity authentication and authentication system, applied in the direction of digital data authentication, computing, neural learning method, etc., can solve the problems of insufficient security protection capability of security system and troublesome operation process.
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[0035] like Figure 1-4 As shown, the present invention provides a technical solution: an identity authentication system based on a footprint comparison algorithm, including a supervision area, a gate passage, a footprint collector and a footprint authentication system, and the entrance and exit passages in the supervision area Each gate channel is provided, and a footprint collector is provided at the entry end of the gate channel; the gate channel and the footprint collector are both communicatively connected to the footprint authentication system.
[0036]In this embodiment, the backbone network of the footprint authentication system is VGG11; first, the two footprint images to be compared are spliced in the depth direction, input into VGG11 to extract comparison features, and the last layer of VGG11 is output The 1000-dimensional vector is used as a comparison feature vector, which is input into the similarity score computing network (SimilarityScore Computing Network, S...
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