Image processing method and device
An image processing and image technology, applied in the computer field, can solve problems such as low color saturation, underexposure of photos, lack of professional photography skills, etc., and achieve the effect of reducing the degree of structural damage and improving the quality of image conversion
Active Publication Date: 2020-08-04
广州方硅信息技术有限公司
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The people who took the photos may not be professional photographers, lack professional photography skills, and the photos taken will have defects such as underexposure and low color saturation.
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[0080] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.
[0081] The terminology used in this application is for the purpose of describing particular embodiments only, and is not intended to limit the application. As used in this application and the appended claims, the singular forms "a", "the", and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It should also be understood that the term...
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The present application discloses an image processing method and device. The method includes: acquiring a target image that needs to be converted into a style and a reference image used as a reference for style conversion; acquiring a mask image corresponding to the target image. The target area and other areas in the mask image, the sum of the grayscale parameters of the corresponding areas in the mask image is unit 1, and the grayscale parameters of the two corresponding areas are different; the style conversion network corresponding to the mask image is obtained, Each feature image of the style conversion network is divided by each feature image of the style conversion model after training, and is obtained by performing dot product processing with the mask image; the target image and the reference image are respectively input into the style Transform the network to obtain the target image after style transfer. By implementing the present application, different degrees of style conversion can be performed on the target area and other areas of the target image, reducing the degree of structural damage to some areas and improving the quality of image conversion.
Description
technical field [0001] The present application relates to the field of computer technology, in particular to an image processing method and device. Background technique [0002] With the increase of devices with camera functions such as cameras and mobile phones, it is more frequent and convenient for people to take photos in their daily life. At the same time, with the development of social platforms, more and more people like to show their daily life on social platforms through photos. The people who took the photos may not be professional photographers, lack professional photography skills, and the photos taken will have defects such as underexposure and low color saturation. [0003] For the photos taken in people's daily life, through the style conversion processing function of some image processing software, the overall and unified style conversion processing of the same photo can overcome the defects of underexposure and low color saturation in the photo itself, maki...
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IPC IPC(8): G06K9/74G06K9/46
CPCG06V10/462G06V10/88
Inventor 许鹏
Owner 广州方硅信息技术有限公司