A near-infrared face image recognition method, device, electronic equipment and storage medium
A face image and recognition method technology, applied in character and pattern recognition, instruments, biological neural network models, etc., can solve problems that affect the accuracy of near-infrared face image recognition, and achieve improved recognition accuracy and strong representation capabilities Effect
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Embodiment 1
[0051] See figure 1 , figure 1 It is a schematic flowchart of a near-infrared face image recognition method provided by an embodiment of the present invention. Such as figure 1 As shown, the identification method of this embodiment includes:
[0052] Step 1. Obtain the first high-dimensional depth feature representation according to the near-infrared face image to be tested;
[0053] In step 1, the near-infrared face image to be tested is the image that needs to be recognized. The first high-dimensional depth feature representation is to divide the near-infrared face image to be tested into several parts, and then use the trained model to Each part is processed, the processing results are obtained separately, and finally obtained after splicing all the processing results. Therefore, the first high-dimensional depth feature representation of this embodiment can more accurately characterize the features of the near-infrared face image to be tested, and has stronger represent...
Embodiment 2
[0139] See image 3 , image 3 It is a schematic structural diagram of a near-infrared face image recognition device provided by an embodiment of the present invention. Such as image 3 As shown, the identification device includes:
[0140] The first processing module is used to obtain the first high-dimensional depth feature representation according to the near-infrared face image to be tested;
[0141] The second processing module is used for correspondingly obtaining M first high-dimensional depth feature representations according to the M visible light face images;
[0142] A recognition module, configured to perform face recognition on the near-infrared face image to be tested according to the first high-dimensional depth feature representation and the M first high-dimensional depth feature representations.
[0143] In one embodiment of the present invention, the first processing module is specifically configured to divide the near-infrared face image to be tested int...
Embodiment 3
[0151] See Figure 4 , Figure 4 It is a schematic structural diagram of an electronic device provided by an embodiment of the present invention. Such as Figure 4 As shown, the electronic device 1100 includes: a processor 1101, a communication interface 1102, a memory 1103, and a communication bus 1104, wherein the processor 1101, the communication interface 1102, and the memory 1103 complete mutual communication through the communication bus 1104;
[0152] memory 1103, for storing computer programs;
[0153] The processor 1101 is configured to implement the above method steps when executing the program stored in the memory 1103 .
[0154] When the processor 1101 executes the computer program, the following steps are implemented: according to the near-infrared face image to be tested, a first high-dimensional depth feature representation is obtained; according to M visible light face images, M second high-dimensional depth feature representations are correspondingly obtain...
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