Image processing method and device, storage medium and computer equipment

An image processing and image technology, applied in the computer field, can solve the problem of low image processing accuracy and achieve the effect of accurate target image area

Active Publication Date: 2018-08-21
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
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Problems solved by technology

[0004] Based on this, it is necessary to provide an image processing method, device, storage ...

Method used

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

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Embodiment Construction

[0040] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0041] figure 1 It is a schematic flowchart of an image processing method in an embodiment. This embodiment is mainly described by taking the method applied to computer equipment as an example. refer to figure 1 , the image processing method specifically includes the following steps:

[0042] S102. Acquire an image to be processed.

[0043] Wherein, the image to be processed is an image to be subjected to image semantic segmentation. Semantic image segmentation is to divide an image into several non-overlapping regions with certain semantics, and at the same time carry out semantic annotation ...

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Abstract

The invention relates to an image processing method and device, a storage medium and computer equipment. The image processing method includes: acquiring a to-be-processed image; determining a modal category to which the to-be-processed image belongs; encoding the to-be-processed image as a semantic segmentation feature matrix through a machine learning (ML) model corresponding to the modal category; decoding the semantic segmentation feature matrix to obtain a semantic segmentation image, wherein pixel points in the semantic segmentation image have pixel values indicating classification categories to which the same belong, and correspond to pixel points in the to-be-processed image; and determining a target image region according to pixel points belonging to a target classification category. The solution provided by the application improves image processing accuracy.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an image processing method, device, storage medium and computer equipment. Background technique [0002] With the development of computer technology, more and more people use images to transmit information, and the content carried in images is becoming more and more diverse. At present, people are not limited to classifying the image itself, but are more concerned with semantic segmentation of the content in the image to find out the regions of interest in the image. [0003] However, at present, when performing semantic segmentation on an image to find the region of interest in the image, people generally find the region of interest from the image artificially based on experience. The accuracy is relatively low. Contents of the invention [0004] Based on this, it is necessary to provide an image processing method, device, storage medium and computer equipment for ...

Claims

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Application Information

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IPC IPC(8): G06K9/32G06K9/46G06K9/62G06N3/04G06N99/00
CPCG06N20/00G06V10/25G06V10/424G06N3/045G06F18/214Y02D10/00
Inventor 王睿孙星郭晓威
Owner TENCENT TECH (SHENZHEN) CO LTD
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