A heart rate detection method and device
A detection method and technology of a detection device, which are applied in the measurement of pulse rate/heart rate, diagnostic record/measurement, instruments, etc., can solve the problems of detection failure, improve the efficiency and accuracy of heart rate detection, and disadvantage, so as to improve the hit rate and efficiency. , Improve user experience, improve the effect of accuracy
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Embodiment 1
[0033] figure 1 It is an implementation flow chart of the heart rate detection method provided by the embodiment of the present invention, and is described in detail as follows:
[0034] In step S101, the user's image is collected;
[0035] In step S102, in the image, facial feature points are extracted;
[0036] Wherein, in the multi-frame images, the Haar feature extraction algorithm is used to capture the face area in the image to extract facial features.
[0037] In step S103, according to the extracted facial feature points, select a facial area with uniform illumination distribution;
[0038] In step S104, image smoothing processing is performed on the selected facial area, and the heartbeat frequency is detected according to the skin color change of the facial area after the image smoothing processing.
[0039] According to the extracted facial feature points, select the image connected regions corresponding to the left cheek, right cheek, and forehead in the image; ...
Embodiment 2
[0044] figure 2 It is the implementation flowchart of step S103 of the heart rate detection method provided by the embodiment of the present invention, and is described in detail as follows:
[0045] In step S201, according to the facial feature points extracted and the distribution positions of the facial feature points, the image connected regions corresponding to the left cheek, right cheek and forehead are selected in the image;
[0046] In step S202, a preset range in the center of the image connected region is selected as a facial region with uniform illumination distribution.
[0047] In the embodiment of the present invention, the preset range of the center of the image connected area is selected as the facial area with uniform illumination distribution, which avoids the phenomenon of detection failure due to obvious facial curves and large differences in color changes of images collected by various parts, which is easy to Improve the accuracy of the heart rate detec...
Embodiment 3
[0049] The embodiment of the present invention describes the implementation process of performing image smoothing processing on the selected facial area, which is described in detail as follows:
[0050] Using a Gaussian low-pass filter to smooth the extracted skin color area, and detect the heartbeat frequency according to the skin color change of the smoothed facial area of the image; or,
[0051] The extracted skin color area is smoothed by median filtering, and the heartbeat frequency is detected according to the skin color change of the smoothed image.
[0052] In the embodiment of the present invention, the image smoothing process is performed on the selected facial area, which further avoids the phenomenon that the color of the image collected by each part has a large difference due to the obvious facial curve, and the phenomenon of detection failure occurs, and further improves the accuracy of the heart rate detection system. sex.
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