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Method and device for face detection in captured video

A technology of face detection and video, which is applied in the field of capture video face detection, and can solve problems affecting the effect of matting images

Active Publication Date: 2021-05-14
SHENZHEN INFINOVA TECH LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In actual face detection, due to various factors, using the above method to detect faces encounters many problems of false detection. Many of the detected pictures are not human faces, and the false detection rate in some scenes is even as high as 20%. Seriously affected the cutout picture effect

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  • Method and device for face detection in captured video
  • Method and device for face detection in captured video
  • Method and device for face detection in captured video

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Embodiment Construction

[0041] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, 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.

[0042] It should be noted that the descriptions involving "first", "second" and so on in the present invention are only for the purpose of description, and should not be understood as indicating or implying their relative importance or implicitly indicating the quantity of the indicated technical features. Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one of these features. In addition, the technical ...

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Abstract

The invention discloses a method and device for face detection in a snapshot video, wherein the method includes: using SSD neural network to detect the face picture in the video frame sequence; performing key point detection on the face picture to obtain the key point of the face point; determine whether there is a mask detection request for face detection; if there is no mask detection request for face detection, perform face key point filtering processing, retain and output face pictures with face key points; if face detection has For face mask detection request, the face image frame filtering process is performed, and the third and above face images in which the same face appears are retained and output. The technical solution of the invention can reduce the false detection of video face detection.

Description

technical field [0001] The present invention relates to the technical field of video processing, in particular to a method, device, terminal and readable storage medium for face detection in captured video. Background technique [0002] In monitoring or capturing video, the open source deep learning network SSD is usually used for face detection, and the face picture is extracted from the image of the video frame sequence. In actual face detection, due to various factors, using the above method to detect faces encounters many problems of false detection. Many of the detected pictures are not human faces, and the false detection rate in some scenes is even as high as 20%. Seriously affected the matting picture effect. [0003] In view of this, it is necessary to propose further improvements to the current face detection techniques. Contents of the invention [0004] In order to solve at least one of the above technical problems, the main purpose of the present invention i...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00
Inventor 叶笋
Owner SHENZHEN INFINOVA TECH LTD
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