Cheating recognition method and device, electronic equipment and medium

A recognition method and a recognition model technology, applied in the computer field, can solve problems such as inability to judge candidates and inability to monitor candidates, and achieve the effect of accurate judgment

Pending Publication Date: 2020-08-28
INDUSTRIAL AND COMMERCIAL BANK OF CHINA +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But this cannot monitor the examinee's line of sight, and cannot give an accurate judgment on whether the examinee is cheating

Method used

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  • Cheating recognition method and device, electronic equipment and medium
  • Cheating recognition method and device, electronic equipment and medium
  • Cheating recognition method and device, electronic equipment and medium

Examples

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Embodiment Construction

[0037] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concept of the present disclosure.

[0038] The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting of the present disclosure. The terms "comprising", "comprising", etc. used herein indicate the presence of stated features, ...

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PUM

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Abstract

The invention provides a cheating recognition method and device. The method comprises the steps of firstly obtaining a first examination video, wherein the first examination video is a video recordedfor an examination behavior of a first examinee; extracting a feature vector corresponding to each frame of image in the first examination video; wherein the feature vectors comprise information representing whether eyes are detected in the images or not and information obtained based on the positions of pupil centers of the eyes when the eyes are detected, and the feature vectors corresponding toall the images contained in the first examination video are combined to obtain a first feature vector sequence. Inputting the first feature vector sequence into a cheating recognition model, obtaining the output of the cheating recognition model, and determining that the first examinee cheating when the output of the cheating recognition model represents that the first examinee has a cheating behavior. The invention further provides a training method and device of the cheating recognition model, electronic equipment and a medium.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and more specifically, to a cheating recognition method and device, a cheating recognition model training method and training device, an electronic device, and a computer-readable storage medium. Background technique [0002] At present, browser window anti-switching technology and camera recording technology are mainly used in online examinations to confirm the examinee's identity and prevent plagiarism. However, the following methods of cheating cannot be prevented: another computer can be used to assist in searching for answers, and after obtaining the answers, input them into the examination computer, resulting in the inability to judge whether the person's true knowledge level. [0003] At present, the mainstream technology mainly judges whether the examinee has cheating behavior according to the posture characteristics of the people in the examination video. But can't monitor ex...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62H04N7/18
CPCH04N7/18G06V40/193G06V40/197G06V40/19G06V20/42G06F18/214
Inventor 王建辉张雪李文举赖林光
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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