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A method and system for automatically cutting images based on image recognition technology

An image recognition and automatic technology, applied in image analysis, image enhancement, image data processing and other directions, can solve the problems of low cost, slow processing speed, complicated operation, etc., to achieve the effect of improving efficiency, saving time and high recognition efficiency

Active Publication Date: 2021-10-15
网娱互动科技(北京)股份有限公司
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  • Application Information

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Problems solved by technology

[0004] The present invention provides an automatic map-cutting method based on image recognition technology, through which the target image is recognized and cut out, which effectively solves the problems of complex operation and slow processing speed in the prior art solutions, and the cost is low Low

Method used

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  • A method and system for automatically cutting images based on image recognition technology
  • A method and system for automatically cutting images based on image recognition technology
  • A method and system for automatically cutting images based on image recognition technology

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Embodiment Construction

[0066] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0067] Such as figure 1 As shown, the embodiment of the present invention provides an automatic map-cutting system based on image recognition technology, including: a picture input module, a target recognition module, a semantic segmentation module, an edge processing module, and an automatic map-cutting module;

[0068] The picture input module is used for uploading pictures that need to be cut out;

[0069] The target recognition module is used to carry out target object recognition on the picture that needs to be matted through the target object recognition model, and obtain the target object recognition picture;

[0070] The semantic segmentation module is used...

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Abstract

The present invention provides an automatic map-cutting system and method based on image recognition technology, wherein the method includes: uploading a picture that needs to be cut out; performing target object recognition on the picture that needs to be cut-out through a target object recognition model, and obtaining a target object recognition picture ; Perform semantic segmentation on the target object recognition picture to obtain a semantic segmentation picture; smooth the edge of the target object in the semantic segmentation picture to obtain a semantic segmentation picture with smooth edges; cut out the target object in the semantic segmentation picture with smooth edges, Cutout is done. The present invention provides an automatic map-cutting system and method based on image recognition technology, through which the target object is recognized and the map is cut out, which effectively solves the problems of complicated operation and slow processing speed in the prior art solutions, and The cost is still low.

Description

technical field [0001] The invention relates to the technical field of image matting, in particular to an automatic matting method and system based on image recognition technology. Background technique [0002] Image matting is used to extract foreground objects of interest to users in images. It is a basic technology in the field of image and video processing. Its technical achievements are mainly used in the production of image processing, video and film and television industries, and become a crucial one. technical link. [0003] The current matting technology, for high-precision matting, usually needs to rely on special shooting techniques in the early stage and manual selection of target objects for matting, which is not only complicated to operate, but also slow in processing speed. Therefore, the present invention provides a method based on The automatic map-cutting method and system of the image recognition technology recognizes the target object through the image r...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/194G06T5/00G06K9/62
CPCG06T7/194G06T5/003G06T5/005G06T2207/20081G06T2207/20192G06F18/214
Inventor 张莹
Owner 网娱互动科技(北京)股份有限公司
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