Face recognition method, device, computer device and storage medium
A technology of face recognition and recognition, which is applied in the field of image processing and can solve problems such as the cumbersome implementation process of face recognition
Pending Publication Date: 2019-01-18
PING AN TECH (SHENZHEN) CO LTD
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[0003] Embodiments of the present invention provide a face recognition method, device, computer equipment, and storage medium to solve the problem of cumbersome implementation of face recognition
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[0026] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0027] The face recognition method provided by this application can be applied in such as figure 1 In the application environment, the client communicates with the server through the network, the server obtains the image to be recognized through the client, and extracts the feature vector to be recognized according to the image to be recognized; then obtains the difference between the feature vector to be recognized and each reference feature vector Th...
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The invention discloses a face recognition method, a device, a computer device and a storage medium. The face recognition method comprises the following steps: obtaining an image to be recognized, extracting a feature vector to be recognized according to the image to be recognized; acquiring a feature similarity between the feature vector to be identified and each reference feature vector; takingthe user identifier corresponding to the reference feature vector with the highest feature similarity as the target user identifier; obtaining a target region in the image to be recognized according to the target user identifier, and extracting a target feature vector according to the target region; calculating the vector similarity between the target feature vector and the user-defined feature vector corresponding to the target user identification, and obtaining the recognition result according to the vector similarity. The face recognition method provided by the invention does not need multiple frames of images for comprehensive verification, does it need to train a complex neural network model in advance to realize, and can ensure the safety of the face recognition process and improve the recognition efficiency at the same time.
Description
technical field [0001] The invention belongs to the field of image processing, and more specifically relates to a face recognition method, device, computer equipment and storage medium. Background technique [0002] Face recognition technology is a kind of biometric identification technology, which has developed by leaps and bounds in recent years. At present, face recognition technology has been widely used in criminal investigations, banking systems, customs inspections, civil affairs departments, work and attendance and other fields. However, the general face recognition process needs to input multiple pictures for comprehensive verification, or needs to pre-train a complex neural network model to realize it. high. Contents of the invention [0003] Embodiments of the present invention provide a face recognition method, device, computer equipment, and storage medium to solve the problem of cumbersome implementation of face recognition. [0004] A face recognition met...
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Login to View More IPC IPC(8): G06K9/00
CPCG06V40/166G06V40/168
Inventor 周建伟
Owner PING AN TECH (SHENZHEN) CO LTD