Photographic equipment deploying and controlling optimization method, system and equipment based on multi-objective optimization and storage medium
A technology of multi-objective optimization and camera equipment, applied in the field of safety monitoring business and electric power inspection, can solve the problems of poor monitoring coverage, not discussing the camera with limited viewing angle, affecting the monitoring effect of control, etc., so as to reduce the complexity. , the effect of simplifying the control scheme
Active Publication Date: 2021-01-05
CHINA ELECTRIC POWER RES INST
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Problems solved by technology
[0005] It has the following problems: only the spherical field of view of the spherical machine is considered, and the more general-purpose bolt camera with viewing angle restrictions is not discussed, and it is impossible to construct a combination of multiple types of monitoring equipment; 2) The construction target is modeled as a uniform lattice , unable to reflect the occlusion relationship between targets, affecting the deployment and monitoring effect
Therefore, it is still impossible to realize the organic combination of multiple cameras, and at the same time, the monitoring coverage effect is poor
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[0037] refer to figure 1 According to the present invention, the camera equipment deployment and control optimization method based on multi-objective optimization comprises the following steps:
[0038] 1) Construct the physical environment of the area to be deployed and controlled;
[0039] refer to figure 2 , the specific operation process of step 1) is:
[0040] 1a) Mark the map construction attributes for the area to be controlled, and then mark the candidate control points on the map according to the marked results of the map construction properties, and then mark the targets to be monitored. The observation target area, the target area to be observed that does not block the monitoring field of view, the non-target entity area that blocks the monitoring field of view, and the non-target entity area that does not obviously block the monitoring field of view.
[0041] The specific process of step 1a) is:
[0042] For 2D maps
[0043] The specific process of labeling t...
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The invention discloses a photographic equipment deploying and controlling optimization method, system and equipment based on multi-objective optimization and a storage medium. The method comprises the following steps: 1) constructing a physical environment of an area to be deployed and controlled; 2) forming a plurality of camera deploying and controlling schemes based on the physical environmentof the to-be-deployed and controlled area; and 3) using an evaluation function to evaluate the plurality of camera deploying and controlling schemes formed in the step 2), and selecting the optimal camera deploying and controlling scheme to deploy and control the cameras. The method, the system, the device and the storage medium can realize organic combination of the plurality of cameras, and themonitoring coverage effect is good at the same time.
Description
technical field [0001] The invention belongs to the technical field of electric power operation inspection and safety supervision business, and relates to a multi-objective optimization-based camera equipment distribution control optimization method, system, equipment and storage medium. Background technique [0002] At present, video surveillance has been widely used in power production and operation scenarios such as transmission lines, substations, distribution stations, and electric vehicle charging stations. For the layout of video monitoring points, quantitative geometric analysis and processing is usually used for a single or a small number of cameras. For the optimization problem of multiple cameras, the mainstream method is based on the minimum monitoring field of view covering as many observation target points as possible, combined with genetic optimization algorithm to solve the problem. Deployment control point configuration scheme. However, the current technolo...
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IPC IPC(8): G06F30/20G06F17/11G06F111/06
CPCG06F17/11G06F30/20G06F2111/06
Inventor 闫冬张中浩刘浩彭国政谈元鹏徐会芳
Owner CHINA ELECTRIC POWER RES INST