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People counting method and device based on GoogLeNet network model and readable storage medium

A technology of people counting and network model, applied in the field of communication, can solve the problems of unable to realize people counting and limited application scenarios, and achieve the effect of accurate people counting and reducing the impact.

Pending Publication Date: 2022-05-13
CHONGQING UNIV
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Problems solved by technology

However, the wearable people counting system needs to be worn all the time, so the application scenarios are very limited, and the wearable people counting system cannot pass through the occlusion to realize the counting of people; the people counting system of visible light machine vision is blocked, the light is strong Weak changes, privacy protection and other issues have a greater impact, and accurate population statistics cannot be achieved

Method used

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  • People counting method and device based on GoogLeNet network model and readable storage medium
  • People counting method and device based on GoogLeNet network model and readable storage medium
  • People counting method and device based on GoogLeNet network model and readable storage medium

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Embodiment approach

[0155] As an implementation, the second data amplitude matrix A=[A 1 ,...,A t ,…A T ], and the phase measurement matrix φ=[φ 1 ,…,φ t ,…,φ T ] is the matrix form of the radio image, with the time of the second data amplitude matrix as the x-axis, and the channel c of the second data amplitude matrix as the y-axis, thereby converting the amplitude measurement value into a radio image.

[0156] Step S32, performing data conversion on the second data amplitude matrix to obtain a second converted amplitude matrix;

[0157] In this embodiment, after obtaining the second data amplitude matrix, the people counting device performs data conversion on the second data amplitude matrix to obtain a second converted amplitude matrix, that is, converts the second data amplitude The magnitudes in the matrix are converted into pixel values ​​to obtain a second transformed magnitude matrix.

[0158] Step S32 performs data conversion on the second data magnitude matrix to obtain a second c...

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Abstract

The invention relates to the technical field of communication, and discloses a people counting method and device based on a GoogLeNet network model and a readable storage medium, and the method comprises the steps: collecting training wireless data of different people based on a wireless receiver, carrying out the image display of the training wireless data, and generating a training data image; constructing and training a GoogLeNet network model by using the training data image; collecting current wireless data based on the wireless receiver, and performing image display on the current wireless data to generate a current data image; and inputting the current data image into a GoogLeNet network model, and calculating to obtain a current people counting result. According to the invention, accurate people counting can be realized, the influence of environment and building structures on people counting is reduced, the influence of illumination intensity on people counting is reduced, and the function of counting people by avoiding buildings is realized.

Description

technical field [0001] The present invention relates to communication technical field, relate in particular to the people counting method, device and readable storage medium based on GoogLeNet network model. Background technique [0002] At present, with the development of science and technology, people counting is playing an important role in military operations, emergency search and rescue, and public safety. However, the wearable people counting system needs to be worn all the time, so the application scenarios are very limited, and the wearable people counting system cannot pass through the occlusion to realize the counting of people; the people counting system of visible light machine vision is blocked, the light is strong Weak changes, privacy protection and other issues have a greater impact, and accurate population statistics cannot be achieved. Contents of the invention [0003] The main purpose of the present invention is to propose a method for counting people ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/62G06V10/77
CPCG06T7/0002G06T2207/30196G06T2207/30242G06T2207/20081G06F18/2135
Inventor 王楷余蝶苏晓杰薛方正马铁东
Owner CHONGQING UNIV
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