Oil smoke concentration detection method and system, electronic equipment and storage medium
A technology of oil fume concentration and detection method, applied in the field of oil fume identification, can solve the problems of affecting user experience, low detection accuracy of oil fume concentration, etc., achieving low smoke removal effect, improving user experience, and improving accuracy and reliability. Effect
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Embodiment 1
[0093] Such as figure 2 As shown, the detection method of the oil smoke concentration of the present embodiment includes:
[0094] S101, obtain the current scene frame image corresponding to the smoke stove scenario;
[0095] S102 identifies the cigarette generating area in the current scene frame image;
[0096] S103, calculate the high-frequency energy in the frequency domain of the cigarette generation region; wherein the high-frequency energy is used to characterize the edge information corresponding to the cigarette;
[0097] For the smoke image, the characterization characteristic of the cigarette in the image is to cause the edge of the image, and the edge information corresponds to the high frequency region in the image frequency domain. According to this principle, the cigarette concentration of the current image can be determined by the high-frequency energy in the statistical image frequency domain.
[0098] S104 determines the target oil smoke concentration in the curr...
Embodiment 2
[0101] Such as image 3 As shown, the detection method of the oil smoke concentration of the present embodiment is to further improve the further improvement of Example 1, specifically:
[0102] Step S101 includes:
[0103] S1011, the cooking video frame image corresponding to the smoke stove scenario, and the current cooking video frame image is used as the current scene frame image corresponding to the smoke scene;
[0104] Step S102 includes:
[0105] S1021, the current scene frame image performs grayscale conversion processing to acquire the corresponding gradation image; wherein the existing image grayscale processing technique is employed, so it will not be described later.
[0106] S1022, a pot area image of the region in the gradation image is detected using the target detection algorithm, and determines the smoke generating area according to the pot region image. In addition, algorithms that can identify the area where the pot in the gradation image can be used.
[0107] S...
Embodiment 3
[0141] Such as Figure 4 As shown, the detecting system of the oil smoke concentration of the present embodiment includes the current field image image acquisition module 1, the smoke generating region identification module 2, the high-frequency energy calculation module 3, and the smoke concentration determination module 4.
[0142] The current scene frame image acquisition module 1 is used to obtain the current scene frame image corresponding to the smoke stove scenario;
[0143] The cigarette generating area identification module 2 is used to identify the cigarette generating area in the current scene frame image;
[0144] The high-frequency energy calculation module 3 is used to calculate the high-frequency energy in the frequency domain in the frequency domain; wherein the high-frequency energy is used to characterize the edge information corresponding to the cigarette;
[0145] For the smoke image, the characterization characteristic of the cigarette in the image is to cause ...
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