Body temperature measuring method, device and system
A technology of body temperature and relationship, applied in the field of image processing, can solve problems such as inapplicability to epidemic prevention and control, low accuracy of body temperature measurement, and complex application environment
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Embodiment 1
[0032] First, refer to figure 1 An example electronic device 100 for implementing a body temperature measurement method, device and system according to an embodiment of the present invention will be described.
[0033] Such as figure 1 Shown is a schematic structural diagram of an electronic device. The electronic device 100 includes one or more processors 102, one or more storage devices 104, an input device 106, an output device 108, and an image acquisition device 110. These components pass through a bus system 112 and / or other forms of connection mechanisms (not shown). It should be noted that figure 1 The components and structure of the electronic device 100 shown are only exemplary, not limiting, and the electronic device may also have other components and structures as required.
[0034] The processor 102 can be implemented in at least one hardware form of a digital signal processor (DSP), a field programmable gate array (FPGA), and a programmable logic array (PLA), ...
Embodiment 2
[0041] This embodiment provides a method for measuring body temperature, which can be performed by electronic equipment, wherein the electronic equipment communicates with an RGB camera and an infrared temperature measurement camera, or the electronic equipment includes an RGB camera and an infrared temperature measurement camera, see figure 2 The flow chart of the body temperature measurement method is shown, the method mainly includes the following steps S202 to S208:
[0042] Step S202, acquiring a color image and an infrared image of the target object.
[0043] Wherein, the above-mentioned color image is obtained based on an RGB camera, and the above-mentioned infrared image is obtained based on an infrared temperature measurement camera. RGB camera is an ordinary color camera, through the change of the three color channels of red (R), green (G), blue (B) and the superposition of them to obtain images of various colors, RGB is It is the color representing the three chann...
Embodiment approach 1
[0066] Embodiment 1: In this embodiment, when performing semantic segmentation on the face region in the color image, the non-skin region in the face region is also obtained, and the non-skin region includes each occlusion region in the face region; The method for determining the body temperature of the target subject provided in this embodiment can be specifically executed with reference to the following steps a to b:
[0067] Step a: Identify the type of occluders in each occluded area in the face area in the color image, and determine the corresponding temperature correction parameters according to the type of occluded objects.
[0068] The above types of occluders can be identified based on the pre-trained third neural network model. Wherein, the training process of the above-mentioned third neural network model includes: inputting the pre-marked third training sample into the third neural network model, and training the third neural network model based on the third traini...
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