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A crowd evacuation simulation method and device

A simulation method and crowd technology, applied in character and pattern recognition, image analysis, instruments, etc., can solve problems such as lack of solutions, and achieve the effect of overcoming local extremum, improving evacuation efficiency, and improving efficiency

Inactive Publication Date: 2020-11-20
SHANDONG NORMAL UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] To sum up, how to combine the extreme learning machine algorithm with the artificial fish swarm algorithm to simulate crowd evacuation and improve the convergence speed still lacks an effective solution

Method used

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  • A crowd evacuation simulation method and device
  • A crowd evacuation simulation method and device
  • A crowd evacuation simulation method and device

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Embodiment Construction

[0051] The present disclosure will be further described below in conjunction with the accompanying drawings and embodiments.

[0052] It should be noted that the following detailed description is exemplary and intended to provide further explanation of the present disclosure. Unless defined otherwise, all technical and scientific terms used in this disclosure have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs.

[0053] It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, and it should also be understood that when the terms "comprising" and / or "comprising" are used in this specification, they mean There are features, steps, operations, means, components and / or combi...

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Abstract

The invention discloses a crowd evacuation simulation method and a crowd evacuation simulation device, which can provide evacuation path guidance for crowds, prevent falling into local optimum and improve evacuation efficiency. The crowd evacuation simulation method comprises the following steps: obtaining a crowd image, and preprocessing the crowd image; Extracting texture features of the crowd image; Estimating and classifying the crowd density by utilizing an extreme learning machine algorithm according to the texture features of the crowd image to obtain a crowd density level; and according to the crowd density grade, simulating the crowd image by utilizing an artificial fish swarm algorithm to obtain an optimal evacuation path.

Description

technical field [0001] The disclosure belongs to the field of crowd evacuation simulation, in particular to a crowd evacuation simulation method and device based on the combination of artificial fish swarm algorithm and extreme learning machine algorithm. Background technique [0002] With the rapid development of the economy, people's leisure life is becoming more and more abundant. Large-scale crowds often gather in public places, and the safety hazards caused by overcrowding are becoming more and more serious. In order to avoid congestion events and reduce the loss of life and property, computer simulation technology is used for scene modeling, path optimization and crowd movement behavior modeling, which can minimize the cost while achieving the best evacuation drill effect. Therefore, computer simulation has become the most important method to study crowd evacuation under emergencies. [0003] Extreme learning machine (extreme learning machine, ELM) is a kind of machin...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62G06T7/45
Inventor 刘弘孙雨彤
Owner SHANDONG NORMAL UNIV
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