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Image processing method, device, and storage medium

Pending Publication Date: 2021-11-23
BEIJING WODONG TIANJUN INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the prior art, by detecting the facial image of the target object in the real image and segmenting the facial image, animation processing is performed on the segmented facial image, and then the background in the real image is virtualized to obtain a For the animation image corresponding to the image, there may be shadows or bright spots in the facial image due to lighting reasons, but the shadow or bright spot area cannot be recognized, so it is impossible to convert the shadow or bright spot area into an animated area, which reduces the animation of the image. animation image quality

Method used

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

Examples

Experimental program
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Embodiment 1

[0029] An embodiment of the present application provides an image processing method, which is applied to an image processing device, figure 1 A flow chart of an image processing method provided in the embodiment of this application, such as figure 1 As shown, image processing methods may include:

[0030] S101. Acquire an image to be trained and an animation image to be trained corresponding to the image to be trained.

[0031] An image processing method provided by an embodiment of the present application is suitable for training an animation image conversion model by using the image to be trained, the animation image to be trained, and the occluded image to be trained, so as to convert the image to be processed into an animation image by using the animation image conversion model under the scene.

[0032] In the embodiment of the present application, the image processing apparatus may be implemented in various forms. For example, the image processing device described in t...

Embodiment 2

[0080] Based on the same inventive concept of Embodiment 1, the embodiment of the present application provides an image processing device 1, corresponding to an image processing method; Figure 6 Schematic diagram of the composition and structure of an image processing device provided in the embodiment of this application Figure 1 , the image processing device 1 may include:

[0081] An acquisition unit 11, configured to acquire an image to be trained and an animation image to be trained corresponding to the image to be trained;

[0082] The processing unit 12 is configured to occlude the image to be trained to obtain the occluded image to be trained;

[0083] The training unit 13 is configured to use the image to be trained, the occluded image to be trained and the animation image to be trained to train an initial animation image conversion model to obtain an animation image conversion model;

[0084] The input unit 14 is configured to, when receiving an image to be proces...

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PUM

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Abstract

Embodiments of the invention disclose an image processing method, a device and a storage medium. The method comprises the steps of obtaining a to-be-trained image and a to-be-trained animation image corresponding to the to-be-trained image; blocking the to-be-trained image to obtain a blocked to-be-trained image; training an initial cartoon image conversion model by using the to-be-trained image, the occluded to-be-trained image and the to-be-trained cartoon image to obtain a cartoon image conversion model; and under the condition of receiving a to-be-processed image, inputting the to-be-processed image into the cartoon image conversion model to obtain a cartoon image corresponding to the to-be-processed image.

Description

technical field [0001] The present application relates to the technical field of image processing, and in particular to an image processing method and device, and a storage medium. Background technique [0002] With the continuous development of the animation industry, users are more and more interested in converting portrait images through artificial intelligence to obtain corresponding animation images. [0003] In the prior art, by detecting the facial image of the target object in the real image and segmenting the facial image, animation processing is performed on the segmented facial image, and then the background in the real image is virtualized, so as to obtain the real image. For the animation image corresponding to the image, there may be shadows or bright spots in the facial image due to lighting reasons, and the shadow or bright spot area cannot be recognized, so it is impossible to convert the shadow or bright spot area into an animated area, which reduces the an...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06N3/04G06N3/08
CPCG06N3/04G06N3/082G06F18/214
Inventor 杨玫周芳汝安山
Owner BEIJING WODONG TIANJUN INFORMATION TECH CO LTD