Method for detecting wearing of protective equipment before miner goes down a well
A technology for protective equipment and detection methods, applied in image analysis, image enhancement, instruments, etc., can solve the problems of cumbersome process, large color feature sensitivity interference, large calculation amount, etc., so as to improve detection accuracy and reduce background interference. Effect
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[0024] In order to deepen the understanding of the present invention, the present invention will be further described below in conjunction with the accompanying drawings and embodiments, which are only used to explain the present invention and do not limit the protection scope of the present invention.
[0025] Such as figure 1 , figure 2 with image 3 As shown, a detection method for a miner to wear protective equipment before going down the mine, comprising the following steps:
[0026] a: Collect video sequences from the video surveillance equipment in the mine entrance monitoring area in real time and unify the image size of all video frames.
[0027] b: Collect the training data set of the pedestrian recognition classifier. The HOG feature extraction method used to identify pedestrians is to grayscale the image, and use the Gamma correction method to standardize the color space of the input image, where I(x,y)=I(x,y) gamma ; Then calculate the gradient of each pixel,...
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