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Shielding proportion determination method and device and electronic system

A technology for determining methods and ratios, applied in the field of image processing, can solve the problems of consuming large computing resources, improving face recognition, tracking, capturing, and occlusion degree calculation standards.

Inactive Publication Date: 2019-05-10
BEIJING KUANGSHI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In related technologies, the degree of occlusion of a face can be calculated through a convolutional neural network, but this method consumes a large amount of computing resources, and the calculation standards for the degree of occlusion are different, so it is difficult to effectively improve face recognition, tracking, Quality of capture etc.

Method used

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  • Shielding proportion determination method and device and electronic system
  • Shielding proportion determination method and device and electronic system
  • Shielding proportion determination method and device and electronic system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0029] First, refer to figure 1 An example electronic system 100 for implementing the shading ratio determination method, device and electronic system of the embodiments of the present invention will be described.

[0030] Such as figure 1 A schematic structural diagram of an electronic system is shown, the electronic system 100 includes one or more processing devices 102, one or more storage devices 104, input devices 106, output devices 108 and one or more image acquisition devices 110, these components The interconnections are via bus system 112 and / or other forms of connection mechanisms (not shown). It should be noted that figure 1 The components and structures of the electronic system 100 shown are exemplary rather than limiting, and the electronic system may also have other components and structures as required.

[0031] The processing device 102 may be a gateway, or an intelligent terminal, or a device including a central processing unit (CPU) or other forms of proc...

Embodiment 2

[0038] This embodiment provides a method for determining an occlusion ratio, which is executed by the processing device in the electronic system; the processing device may be any device or chip with data processing capabilities. The processing device can independently process the received information, or can be connected with a server to jointly analyze and process the information, and upload the processing results to the cloud. Such as figure 2 As shown, the occlusion ratio determination method includes the following steps:

[0039] Step S202, acquiring an image to be processed;

[0040] The image to be processed can be intercepted from video data, extracted from a database, or obtained by shooting in real time. If the image is intercepted from video data, the image can also be called a video frame image; specifically, it can be obtained frame by frame from the video file according to the time sequence of each video frame, and each frame of the obtained video frame image c...

Embodiment 3

[0054] This embodiment provides another method for determining the occlusion ratio, which is implemented on the basis of the above-mentioned embodiments; in this method, the method of judging whether the detection area of ​​the target object overlaps with the detection area of ​​objects other than the target object is further described Specific ways; such as image 3 As shown, the method includes the following steps:

[0055] Step S302, acquiring an image to be processed;

[0056] Step S304, detecting the object in the image through a preset detection model to obtain the detection area of ​​the object;

[0057] Step S306, judging whether there are multiple detected objects, if yes, execute step S308; if not, end;

[0058] In this embodiment, a corresponding occlusion ratio is determined for each detected object, and this scene is taken as an example for description. Based on this, each of the multiple objects may be determined as the target object one by one according to th...

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Abstract

The invention provides a shielding proportion determination method and device and an electronic system. The method comprises the steps of obtaining a to-be-processed image; detecting an object in theimage through a preset detection model to obtain a detection area of the object; if a plurality of objects are detected from the image, determining a target object from the plurality of objects according to a preset rule; judging whether the detection area of the target object is overlapped with the detection area of the object except the target object or not; and if yes, acquiring an overlapped area, and determining the shielding proportion of the target object according to the overlapped area and the detection area of the target object. The shielding degree of the target object can be rapidly and efficiently obtained, and then the effects and quality of face recognition, tracking, snapshot and the like can be effectively improved subsequently according to the shielding degree.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to a method, device and electronic system for determining an occlusion ratio. Background technique [0002] When the density of people in the field of view of the camera is high, the faces in the images captured by the camera will occlude each other; the degree of occlusion will affect the quality of face recognition, face tracking, and face capture; based on this, often It is necessary to recognize the degree of occlusion of the face. In related technologies, the degree of occlusion of a face can be calculated through a convolutional neural network, but this method consumes a large amount of computing resources, and the calculation standards for the degree of occlusion are different, so it is difficult to effectively improve face recognition, tracking, The quality of capture etc. Contents of the invention [0003] In view of this, the object of the present inve...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46G06T7/00G06N3/04
Inventor 潘宇超周舒畅
Owner BEIJING KUANGSHI TECH CO LTD