Identity authentication method and device adopting palmprint and human face fusion recognition
An identity authentication device and face recognition technology, applied in the field of biometric identification, can solve the problems of high cost, multi-modal biometric identification and multiple acquisition devices, etc., and achieve the effect of ensuring security and reducing costs.
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Embodiment 1
[0026] An identity authentication method for palmprint and face fusion recognition provided by the present invention, such as figure 2 shown, including:
[0027] Step 201, obtaining a face image;
[0028] Step 202, obtaining the palmprint image;
[0029] Step 203, call the face recognition command to recognize the acquired face image, and obtain the face recognition result;
[0030] Step 204, calling the palmprint recognition command to recognize the acquired palmprint image, and obtain the palmprint recognition result;
[0031] Step 205, judging whether the identity authentication is passed according to the obtained face recognition result and palmprint recognition result.
[0032] In the above step 201 and step 202, the face image and the palmprint image are acquired respectively by using an image acquisition device. In order to use the same image acquisition device to obtain the palmprint image and the face image, the present invention uses a non-contact image acquisit...
Embodiment 2
[0042] In order to improve the efficiency of identity authentication, another embodiment of the present invention provides an identity authentication method of palmprint and face fusion recognition, such as image 3 shown, including the following steps.
[0043] Step 301, acquiring a face image. This step is the same as the method and working process adopted in step 201 of Embodiment 1.
[0044] Step 302, call the face recognition instruction to recognize the acquired face image, and obtain the first similarity score and the first identity. This step is implemented in the same manner as step 203 in Embodiment 1. For specific implementation, refer to step 203 in Embodiment 1. Through this step, the recognition result of the face image can be obtained, including: obtaining the first similarity score and the first identification.
[0045] Step 303, judging whether the first similarity score is greater than a preset first threshold.
[0046] When the first similarity score is ...
Embodiment 3
[0055] In the case that the efficiency of identity authentication is required to be higher, when the obtained palmprint image is identified in step 305 of the above-mentioned embodiment 2, it is not necessary to combine the obtained palmprint texture features with the prestored user identity information database. All palmprint features are compared and identified. Instead, according to the first identity obtained in step 302, extract all palmprint feature templates corresponding to the first identity from the preset identity information database; then, combine the obtained palmprint texture features with the extracted first identity All palmprint feature templates corresponding to the identification are compared and identified, and the highest similarity score is obtained as the second similarity score. In the above step 306, it is judged whether the second similarity score is greater than the preset second threshold, and when the second similarity score is greater than the pr...
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