Manhole cover anomaly detection method and device and application thereof
An anomaly detection and manhole cover technology, which is applied in the fields of urban management and image recognition, can solve problems such as life and property safety hazards, manhole cover deformation, and low efficiency, and achieve the effect of concise and easy-to-understand goals and advantages
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Embodiment 1
[0050] This embodiment provides a method for abnormal detection of manhole covers, such as figure 1 As shown, the method includes steps S1-S4:
[0051] Step S1: Obtain a road surface video image including image depth information, an inclination angle of a shooting device when shooting the road surface video image, and an internal parameter coefficient of the shooting device.
[0052] In this step, the road surface video image including the image depth information, the inclination angle of the photographing device for capturing the road surface video image, and the internal parameter coefficient set by the photographing device are first obtained.
[0053] In some embodiments, "acquiring the road surface video image including image depth information, the inclination angle of the shooting device when shooting the road surface video image, and the internal parameter coefficient of the shooting device" includes the step of: calibrating the shooting device to obtain the shooting Th...
Embodiment 2
[0100] Based on the same idea, this embodiment also provides a manhole cover abnormality detection device, which is used to realize the manhole cover abnormality detection method described in the first embodiment. Such as Image 6 As shown, the device mainly includes the following modules:
[0101] An acquisition module, configured to acquire a road surface video image including image depth information, an inclination angle of the shooting device when shooting the road surface video image, and an internal parameter coefficient of the shooting device;
[0102] The detection module is used to obtain the manhole cover image from the road surface video image, and detect the manhole cover image to obtain the state of the manhole cover. If the state of the manhole cover belongs to an abnormal state, the manhole cover image is latticed to obtain the manhole cover image point cloud, Wherein the manhole cover image point cloud includes a plurality of image points;
[0103] The first ...
Embodiment 3
[0106] This embodiment also provides an electronic device, refer to Figure 7 , including a memory 404 and a processor 402, the memory 404 stores a computer program, and the processor 402 is configured to run the computer program to execute the steps of any one of the manhole cover abnormality detection method in the first embodiment above.
[0107] Specifically, the processor 402 may include a central processing unit (CPU), or an Application Specific Integrated Circuit (ASIC for short), or may be configured to implement one or more integrated circuits in the embodiments of the present application.
[0108]Wherein, the memory 404 may include a mass memory 404 for data or instructions. By way of example and not limitation, the memory 404 may include a hard disk drive (Hard Disk Drive, referred to as HDD), a floppy disk drive, a solid state drive (Solid State Drive, referred to as SSD), flash memory, optical disk, magneto-optical disk, magnetic tape or general serial Bus (Unive...
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