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Face detection method, device and system, storage medium and capture machine

A technology of face detection and face location, which is applied in the field of face detection, can solve the problems of high time consumption and low image frame rate, and achieve the effects of reducing time consumption, improving efficiency, and reducing the number of operations

Inactive Publication Date: 2018-11-23
BEIJING KUANGSHI TECH +1
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  • Description
  • Claims
  • Application Information

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Problems solved by technology

This method runs the attribute neural network immediately after running the detection neural network. It needs to cascade several neural networks, which takes a long time and the image frame rate that can be processed per unit time is low.

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  • Face detection method, device and system, storage medium and capture machine
  • Face detection method, device and system, storage medium and capture machine
  • Face detection method, device and system, storage medium and capture machine

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Embodiment Construction

[0026] In order to make the objects, technical solutions and advantages of the present invention more apparent, exemplary embodiments according to the present invention will be described in detail below with reference to the accompanying drawings. Apparently, the described embodiments are only some embodiments of the present invention, rather than all embodiments of the present invention, and it should be understood that the present invention is not limited by the exemplary embodiments described here. Based on the embodiments of the present invention described in the present invention, all other embodiments obtained by those skilled in the art without creative effort shall fall within the protection scope of the present invention.

[0027] First, refer to figure 1 An example electronic device 100 for implementing the face detection method, device, system and storage medium of the embodiments of the present invention will be described.

[0028] Such as figure 1 As shown, the ...

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Abstract

The invention provides a face detection method, device and system, a storage medium and a capture machine. The method comprises the following steps: obtaining a video frame and detecting a face position of the obtained video frame to obtain a face position detection result of the obtained video frame; determining whether a person's face included in a previously acquired video frame is included inthe currently acquired video frame, and if so, returning to the step of acquiring the video frame, and otherwise outputting the previously acquired at least one video frame; and performing face attribute detection on the output video frame based on a face position detection result of the at least one output video frame. The face detection method, device and system, the storage medium and the capture machine according to an embodiment of the present invention only detect the face attributes of the video frames before the interruption when the same face is interrupted in the video frames, so that the running times of the attribute detection consuming time are greatly reduced as a whole, thereby reducing the time consumption and improving the efficiency of processing the video frames per unittime.

Description

technical field [0001] The present invention relates to the technical field of face detection, and more particularly relates to a face detection method, device, system, storage medium and capture machine. Background technique [0002] The existing camera face detection method is to first use a detection neural network to cut out the face and then obtain the face attributes through one or several attribute neural networks. This method runs the attribute neural network immediately after running the detection neural network. It needs to cascade several neural networks, which takes a long time and the image frame rate that can be processed per unit time is low. Contents of the invention [0003] In order to solve the above-mentioned problems, the present invention proposes a face detection scheme, which can be used for face detection of camera capture machines, and can also be used for face detection of other scenes. In addition, the face detection scheme proposed by the pres...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04
CPCG06V40/161G06N3/045
Inventor 梁喆周舒畅朱雨
Owner BEIJING KUANGSHI TECH