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Security check and identification system and control method thereof

A recognition system and control method technology, applied in the field of object recognition, can solve the problems of easy missed judgment, wrong judgment, inability to guarantee accuracy, low security inspection efficiency, etc., to shorten the security inspection time, improve the security inspection efficiency, and improve the accuracy. Effect

Active Publication Date: 2018-06-19
POLIXIR TECH LTD
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  • Abstract
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  • Application Information

AI Technical Summary

Problems solved by technology

This identification method requires training for staff, and the accuracy cannot be guaranteed, and it is prone to missed and wrong judgments
In addition, areas such as subway stations are crowded with people, relying on manual identification will lead to low efficiency of security checks

Method used

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  • Security check and identification system and control method thereof
  • Security check and identification system and control method thereof
  • Security check and identification system and control method thereof

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Embodiment Construction

[0033] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0034] See figure 1 and image 3 , the security inspection identification system in a preferred embodiment of the present invention combines the reinforcement learning algorithm and the attention area and generates a network, and the security inspection identification system includes the following modules:

[0035] Object Feature Extraction Module 1: Use an X-ray machine to scan an image of an object to obtain an original picture, and input the original picture into a convolutional neural network to extract object features to obtain a feature map of the object. See Figure 4 , in this embodiment, the convolutional neural network includes a 7×7 large convolution kernel u...

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Abstract

The invention relates to a security check and identification system and a control method thereof. According to the security check and identification system based on integration of a reinforcement learning algorithm and an attention area generation network comprises an object feature extraction module, a hazardous article region segmentation module, a preliminary classification module, a preliminary classification result determination module, and a fine graining identification module. According to the invention, with optimization of the hazardous article region segmentation module and setting of the fine graining identification module, the security checking accuracy and security checking efficiency are improved substantially; the security checking time is shortened; the congestion situationis alleviated; the manpower resources are saved; and the work pressure of the security checking staff is reduced.

Description

technical field [0001] The invention relates to a security inspection identification system and a control method thereof, belonging to the technical field of object identification. Background technique [0002] With the continuous enhancement of safety awareness, security inspection equipment has been installed in important areas such as subway stations, railway stations, and airports. At present, the identification of dangerous goods is mainly based on manual identification. Such an identification method requires training for the staff, and the accuracy cannot be guaranteed, and it is prone to missed and wrong judgments. In addition, areas such as subway stations are crowded with people, and relying on manual identification will lead to low efficiency of security checks. Therefore, we urgently need an efficient automatic security check identification system. Contents of the invention [0003] The object of the present invention is to provide a security inspection ident...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G01N23/04G01V5/00
CPCG01N23/04G01N2223/1016G01N2223/421G01N2223/401G06F18/24323G01V5/22G06N20/00G06N3/08G06V20/52G06V10/507G06N5/01G06N3/045G06N3/049G06V20/20G06F18/2155G06F18/2178
Inventor 章宗长陈浩然王艺深
Owner POLIXIR TECH LTD
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