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Risk identification method and device based on face picture, computer equipment and storage medium

A technology of risk identification and pictures, applied to computer parts, calculations, calculation models, etc., can solve problems such as inaccurate identification, and achieve the effect of improving accuracy, fast acquisition, and simple and convenient acquisition process

Pending Publication Date: 2019-05-03
ONE CONNECT SMART TECH CO LTD SHENZHEN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Embodiments of the present invention provide a risk identification method, device, computer equipment, and storage medium based on facial images to solve the problem of inaccurate identification caused by hands covering the face during the video data analysis process

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  • Risk identification method and device based on face picture, computer equipment and storage medium
  • Risk identification method and device based on face picture, computer equipment and storage medium
  • Risk identification method and device based on face picture, computer equipment and storage medium

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Embodiment Construction

[0029] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Apparently, the described embodiments are part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0030] The risk identification method based on facial pictures provided by the embodiment of the present invention can be applied in such as figure 1 In the application environment of , the risk identification method based on facial pictures is applied in the server, and the server communicates with the client. The server analyzes the video data during the interview process through the pre-trained occlusion recognition model, obtains the hand occluded f...

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PUM

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Abstract

The invention discloses a risk identification method and device based on a face picture, computer equipment and a storage medium. The method comprises the steps of obtaining video data when a client replies a preset problem; carrying out image recognition on the video data by adopting a pre-trained occlusion recognition model, wherein the recognition result comprises a hand occlusion face image and a hand non-occlusion face image; obtaining a hand shielding position face position corresponding to each hand shielding face image, and obtaining a tension degree identification result based on thehand shielding face positions corresponding to all hand shielding face images; inputting the hand unshielded face image into a pre-trained safety judgment model to obtain a risk degree identificationresult; and determining a risk early warning identification result according to the tension degree identification result and the risk degree identification result, and if the risk early warning identification result is greater than a first preset threshold value, taking the video data as risk early warning data, so as to solve the problem of inaccurate identification caused by face shielding by hands in a video data analysis process.

Description

technical field [0001] The present invention relates to the field of intelligent decision-making, in particular to a risk identification method, device, computer equipment and storage medium based on facial pictures. Background technique [0002] At present, usually during the loan interview process, the customer will record the video data of the customer answering the questions in real time. The risk identification model can be used to analyze the micro-expression of the customer in the video data to determine whether the customer is at risk. However, the customer may Due to excessive nervousness and other behaviors, the hands cover the face, making it impossible to analyze the risk identification model by identifying micro-expressions in the video data, resulting in inaccurate analysis results. Contents of the invention [0003] Embodiments of the present invention provide a method, device, computer equipment, and storage medium for risk identification based on facial pi...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06V10/50G06V10/764
CPCG06V40/161G06V40/168G06V40/174G06V40/107G06V10/50G06V10/763G06V10/764G06V10/7715G06F18/23213G06N20/00G06V40/16
Inventor 胡艺飞徐国强邱寒
Owner ONE CONNECT SMART TECH CO LTD SHENZHEN