DEVICES, METHODS AND SYSTEMS FOR BIOMETRIC USER RECOGNITION UTILIZING NEURAL NETWORKS

摘要

A user identification system includes an image recognition network to analyze image data and generate shape data based on the image data. The system also includes a generalist network to analyze the shape data and generate general category data based on the shape data. The system further includes a specialist network to compare the general category data with a characteristic to generate narrow category data. Moreover, the system includes a classifier layer including a plurality of nodes to represent a classification decision based on the narrow category data.

主权项

1. A user identification system, comprising:
an image recognition network to analyze image data and generate shape data based on the image data; a generalist network to analyze the shape data and generate general category data based on the shape data; a specialist network to compare the general category data with a characteristic to generate narrow category data; and a classifier layer including a plurality of nodes to represent a classification decision based on the narrow category data.