Power grid operator safety helmet wearing detection method
A technology for operators and detection methods, which is applied in image data processing, instruments, character and pattern recognition, etc., to achieve fast processing speed and ensure the safety of personnel
Inactive Publication Date: 2019-10-08
ANHUI JIYUAN SOFTWARE CO LTD +1
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Moreover, most of the studies did not design the tracking module, and the only research on tracking technology used the traditional generative model tracking method.
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[0056] The application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for ease of description, only parts related to the invention are shown in the drawings.
[0057] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.
[0058] Such as Figure 1-2 As shown, this embodiment provides a method for detecting the wearing of safety helmets by power grid operators, including the following:
[0059] Step S1, collecting the status video data of the current construction site personnel in real time;
[0060] Specifically, ...
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The invention provides a power grid operator safety helmet wearing detection method. The power grid operator safety helmet wearing detection method comprises the steps: collecting state video data ofcurrent construction site personnel in real time; performing matching processing and safety helmet wearing feature extraction on the acquired state video data of the construction site personnel; performing video tracking on the construction site personnel subjected to matching processing, and abandoning the video tracking on the construction site personnel not subjected to matching processing; ifthe target person is detected to effectively wear the safety helmet through the safety helmet wearing characteristics, continuing the current video tracking of the target constructor; and if the target person detects that the safety helmet is not carried through the safety helmet wearing characteristics, recording video data of the target person. According to the power grid operator safety helmetwearing detection method, multi-layer feature information of the feature pyramid is fused, and target detection based on deep learning is achieved, and the processing speed is high.
Description
technical field [0001] The invention relates to the field of image detection, and more particularly, to a method for detecting wearing of safety helmets by power grid operators. Background technique [0002] In the safety management of power grid operations, the supervision of workers wearing safety helmets has always been essential. Safety helmets, as a kind of personal head protection equipment, are expressly required to be worn by every worker in electric power construction operations. The safety helmet can not only withstand and disperse the impact of falling objects, but also protect or reduce the degree of impact injury when a person falls from a high place and his head first touches the ground, and can even save a person's life. [0003] Hu Tian and other scholars use the YCbCr color model to locate the face with skin color, then scan upward to obtain the helmet image, and use wavelet transform for image preprocessing. Then build and train the BP (Back Propagation) ...
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Login to View More IPC IPC(8): G06K9/00G06K9/32G06K9/62G06T7/246
CPCG06T7/246G06T2207/10016G06T2207/20081G06T2207/20084G06V40/161G06V40/168G06V40/172G06V20/40G06V10/25G06V10/757G06F18/253
Inventor 万涛徐海青徐唯耀陈是同吴立刚张天奇赵云龙梁翀韩涛余江斌张彬彬郭庆
Owner ANHUI JIYUAN SOFTWARE CO LTD