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Edge optimization processing method and device for image segmentation result, and computing equipment

A technology of image segmentation and processing method, which is applied in the field of image processing, can solve the problems of poor segmentation effect and influence combination, etc., and achieve the effect of fine effect

Active Publication Date: 2018-01-19
BEIJING QIHOO TECH CO LTD
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Problems solved by technology

[0003] However, the existing image segmentation processing cannot accurately and perfectly segment the image. For example, for an image containing a portrait, when the person needs to be segmented from the image, the edge of the last segmented portrait always has a Background information, commonly known as white edges, has a poor segmentation effect and seriously affects the combination of the segmented person image and other background images

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  • Edge optimization processing method and device for image segmentation result, and computing equipment
  • Edge optimization processing method and device for image segmentation result, and computing equipment
  • Edge optimization processing method and device for image segmentation result, and computing equipment

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Embodiment Construction

[0063] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0064] figure 1 A schematic flow chart of a method for edge optimization processing of an image segmentation result according to an embodiment of the present invention is shown. Such as figure 1 As shown, the method includes the following steps:

[0065] Step S100, acquiring a first image containing a specific object to be processed.

[0066] In this embodiment of the present invention, the first image to be processed containing...

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Abstract

The invention discloses an edge optimization processing method and device for an image segmentation result, computing equipment, and a computer storage medium. The method comprises the steps: obtaining a to-be-processed first image which comprises a specific object; carrying out the image segmentation of the first image, and obtaining a foreground image of the specific object; carrying out the fuzzy processing of the edge of the foreground image; carrying out the edge optimization processing of the foreground image after fuzzy processing through a covariance matrix extracted from the first image, and obtaining a foreground image after edge optimization processing. The method employs a deep learning method to complete the scene segmentation to obtain a scene segmentation result, enables theeffect of the segmented foreground image to be more exquisite through the optimization of the scene segmentation result, facilitates the combination of the foreground image with other background images, and solves a problem that the edge of the foreground image cannot be well combined with other background images because of the poor image segmentation technology.

Description

technical field [0001] The present invention relates to the technical field of image processing, and in particular to an image segmentation result edge optimization processing method, device, computing equipment and computer storage medium. Background technique [0002] Image segmentation refers to the process of dividing an image into multiple parts according to certain rules or purposes, such as dividing an image of a landscape painting into a part containing mountains, a part containing water, and other parts, or dividing an image of a portrait The process of separating the characters from the background. [0003] However, the existing image segmentation processing cannot accurately and perfectly segment the image. For example, for an image containing a portrait, when the person needs to be segmented from the image, the edge of the last segmented portrait always has a Information with background, commonly known as white edge, has poor segmentation effect and seriously af...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/194G06T7/10G06T5/00
Inventor 张望邱学侃
Owner BEIJING QIHOO TECH CO LTD
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