People counting method and device and computer readable storage medium

Abstract

The invention relates to the technical field of communication, and discloses a people counting method and device and a computer 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 fusion network model by using the training data image; acquiring current wireless data based on a wireless receiver, and performing image display on the current wireless data to generate a current data image; and inputting the current data image into the fusion network model, and calculating to obtain a current people counting result. According to the invention, accurate people counting can be realized, the influence of the environment and the building structure on people counting is reduced, the spatial relationship between different feature channels of wireless data is enhanced, regression prediction of the feature data is realized, the people counting precision is further improved, the calculation amount is greatly reduced, and the accuracy of people counting is improved. And the calculation time and the calculation resources are saved.

Description

technical field [0001] The present invention relates to the technical field of communications, and in particular to a people counting method, device and computer-readable storage medium. 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 obstruction to realize the counting of people; the people counting system of visible light machine vision is blocked and the light is strong. Weak changes, privacy protection and other issues have a greater impact, and accurate population statistics cannot be achieved. Most radio-based methods, such as wireless sensor networks, infrared, ultra-wideband, etc., but these methods require the installation an...

AI Technical Summary

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 obstruction to realize the counting of people; Weak changes, privacy protection and other issues have a greater impact, and accurate population statistics cannot be achieved

Most radio-based methods, such as wireless sensor networks, infrared, ultra-wideband, etc., but these methods require the installation and deployment of proprietary equipment and the establishment of dedicated infrastructure, high cost and low universality hinder their widespread use. deploy

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