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Image processing method, device, equipment and medium

An image processing and processor technology, applied in the field of image processing, can solve problems such as uneven face contours, achieve the effects of less adjustment data, low computing power consumption, and increased speed

Pending Publication Date: 2020-03-24
GUANGZHOU HUYA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide an image processing method, device, device, and medium to realize real-time beauty of face contours in online video image frames such as live video broadcasts, and at the same time solve the problem of uneven human face contours

Method used

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  • Image processing method, device, equipment and medium
  • Image processing method, device, equipment and medium
  • Image processing method, device, equipment and medium

Examples

Experimental program
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Effect test

Embodiment 1

[0032] figure 1 It is a flow chart of an image processing method provided by Embodiment 1 of the present invention. This embodiment is applicable to solving the problem of face contour deformation in online videos such as live video broadcasting. The method can be provided by any embodiment of the present invention It can be implemented by an image processing device, which can be composed of hardware and / or software, and can generally be integrated into computer equipment.

[0033] Such as figure 1 As described, the image processing method provided in this embodiment includes the following steps:

[0034] S110. Recognize the face image to obtain face anchor points, and construct an original face mesh, where vertices of the original face mesh at least include the face anchor points.

[0035] The face image may refer to a static image, or may refer to an image frame of an online video such as a live video broadcast, where the face image includes a face.

[0036] Face position...

Embodiment 2

[0049] This embodiment is embodied on the basis of the above-mentioned embodiments, wherein, among the face contour anchor points, the target face contour anchor points that do not conform to the human face contour smoothing rule will be determined, specifically:

[0050] Vertically project the anchor point of the face contour onto the target reference line perpendicular to the central axis of the face;

[0051] Acquiring a human face contour anchor point in turn as the current human face contour anchor point in the human face contour anchor points;

[0052] Calculate respectively the first projection distance and the second projection distance between the current face contour anchor point and the previous face contour anchor point and the next face contour anchor point on the target reference line;

[0053] If the first projection distance and the second projection distance do not meet the smoothing law of the face contour on the side of the face where the current face contou...

Embodiment 3

[0089] This embodiment is embodied on the basis of the above-mentioned embodiments, wherein, the constructed face mesh is a triangular mesh; correspondingly, according to the mapping relationship between the target face mesh and the original face mesh, the original face Each pixel in the grid is correspondingly mapped to the target face grid, specifically:

[0090] Obtaining one of the original face grids sequentially as the current processing grid;

[0091] Obtaining a target deformation grid matching the current processing grid in the target face grid;

[0092] calculating a mapping relationship matrix between the current processing grid and the target deformation grid;

[0093] According to the mapping relationship matrix, each pixel point in the currently processed grid is mapped to the target deformed grid until the processing of all original grids is completed.

[0094] Such as Figure 7 As shown, the image processing method provided in this embodiment includes the fo...

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Abstract

The embodiment of the invention discloses an image processing method and device, equipment and a medium. The method comprises steps that a face image is identified to acquire face positioning points,an original face grid is constructed, wherein vertexes of the original face grid at least comprise the face positioning points; face contour positioning points in the face positioning points are adjusted according to a face contour smoothing rule, a target face grid is constructed, and vertexes of the target face grid at least comprise the adjusted face positioning points; and according to the mapping relationship between the target face grid and the original face grid, each pixel point in the original face grid is correspondingly mapped to the target face grid to obtain a face image after face contour adjustment. According to the technical scheme, the method has the advantages of being small in adjustment data amount, low in calculation power consumption and fast in system response, the speed of deformation adjustment of the face image is increased, and the method is suitable for being applied to online videos such as live videos.

Description

technical field [0001] Embodiments of the present invention relate to image processing technologies, and in particular, to an image processing method, device, device, and medium. Background technique [0002] In recent years, the beautification technology that can improve the appearance of people in images has been widely used in the field of image processing, whether it is to beautify the face in a static image or to beautify the face in an online video image frame. . [0003] At present, the facial contour beautification operation in beautification is mainly to automatically optimize the human face contour in static images. However, for the facial contour beauty in online video image frames such as live video broadcasting, the limitations are relatively large, mainly due to the large amount of cached data in the live video broadcast, and the face contour in each image frame is processed in real time. It is automatic and beautiful, and the calculation and processing consu...

Claims

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Application Information

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IPC IPC(8): G06T3/00G06K9/00
CPCG06V40/161G06T3/04G06T3/18
Inventor 华路延
Owner GUANGZHOU HUYA TECH CO LTD