Urban illegal building supervision method and system based on unmanned aerial vehicle, and storage medium
A drone and urban technology, applied in neural learning methods, computer components, character and pattern recognition, etc., can solve problems such as weak supervision of illegal buildings, poor image processing and recognition, and many uncontrollable factors. Improve the effect of intelligent supervision, improve the effect of intelligent identification, and the effect of high degree of intelligence
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Embodiment 1
[0028] Embodiment one, as figure 1 As shown, a UAV-based urban illegal construction supervision method includes the following steps:
[0029] S1: Use drones to regularly take aerial photos of the area to be supervised to obtain a set of aerial photos of the area to be supervised; process the set of aerial photos to obtain a set of slice images of the area to be supervised; wherein, the aerial photos The set includes the original aerial images of the area to be supervised at multiple supervision moments;
[0030] Step 2: performing feature extraction on the sliced image set, obtaining and displaying the vector feature layers of the regions to be supervised at each supervision moment;
[0031] Step 3: Judging whether there are illegal buildings in the area to be supervised according to the vector feature layers at all supervision times, and sending and displaying the warning message of illegal buildings when there are illegal buildings in the area to be supervised.
[0032] ...
Embodiment 2
[0076] Embodiment two, such as Figure 5 As shown, a UAV-based urban illegal construction supervision system is applied to the UAV-based urban illegal construction supervision method of Embodiment 1, including a UAV and a supervision device, and the UAV and the UAV The supervisory device is connected through wireless network communication;
[0077] The monitoring device includes an aerial photography module, a processing module, an extraction module, a judgment module and a display module;
[0078] The aerial photography module is used to use the UAV to regularly take aerial photography of the area to be supervised to obtain the aerial photo set of the area to be supervised; wherein, the aerial photo set includes the area to be supervised at multiple supervision moments Original aerial image under;
[0079] The processing module is configured to process the aerial photo set to obtain a slice image set of the area to be supervised;
[0080] The extraction module is used to p...
Embodiment 3
[0111]Embodiment 3, based on Embodiment 1 and Embodiment 2, this embodiment also discloses a mobile Internet-based urban waterlogging monitoring and early warning system, including a processor, a memory, and stored in the memory and can run on the processing A computer program on the computer, the specific steps of S1 to S3 are implemented when the computer program runs.
[0112] Through the computer program stored in the memory and run on the processor, based on the intelligent recognition of the drone and the image, it can automatically judge whether there is an illegal construction according to the result of the intelligent recognition, and generate and display the prompt message of the illegal construction in time to achieve timely The purpose of notification and display is to find out that the cycle is short, the efficiency is high, the labor cost is low, the supervision effect is good, and it is conducive to the orderly planning of the city.
[0113] This embodiment also...
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