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Interactive image editing method and device, readable storage medium and electronic equipment

An image editing and interactive technology, applied in the field of image editing, can solve the problem of low image quality and achieve the effect of overcoming complexity, uncontrollability and speed

Active Publication Date: 2021-09-28
NANCHANG HANGKONG UNIVERSITY +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of the above situation, it is necessary to provide an interactive image editing method, device, readable storage medium and electronic equipment for the problem of low quality of the edited image in the existing text-based image editing method

Method used

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  • Interactive image editing method and device, readable storage medium and electronic equipment
  • Interactive image editing method and device, readable storage medium and electronic equipment
  • Interactive image editing method and device, readable storage medium and electronic equipment

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Embodiment Construction

[0055] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.

[0056]These and other aspects of embodiments of the invention will become apparent with reference to the following description and drawings. In these descriptions and drawings, some specific implementations of the embodiments of the present invention are specifically disclosed to represent some ways of implementing the principles of the embodiments of the present invention, but it should be understood that the scope of the embodiments of the present invention is not limited by this limit. On the contrary, the embodiments of the present ...

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Abstract

The invention discloses an interactive image editing method and device, a readable storage medium and electronic equipment, and the method comprises the steps: carrying out the attribute feature extraction of an original image, and obtaining an image attribute feature; performing word embedding and coding of context semantics on the descriptive text corresponding to the original image to obtain text features; fusing the image attribute features and the text features to obtain fused features; extracting overall structure features of the original image; performing spatial attention fusion processing on the overall structure feature and the fusion feature to obtain a corrected structure feature of the edited region; performing structural feature completion of a non-edited region on the corrected structural features of the edited region to obtain corrected overall structural features; and inputting the corrected overall structure features into a generator, so that the generator generates an image matched with the descriptive text based on fusion feature guidance.

Description

technical field [0001] The invention relates to the field of image editing, in particular to an interactive image editing method, device, readable storage medium and electronic equipment. Background technique [0002] Interactive image editing based on text description aims to realize interactive editing of images through a text description. Text language is one of the most important and common communication methods for human beings. Using text language description to realize interactive editing of images is an important research direction of modern artificial intelligence in the field of image processing. [0003] Although existing methods have made some progress in image interactive editing based on text descriptions, and can initially understand the editing intent in text descriptions, how to ensure the joint consistency of editing spatial attention and text attention, and non-editing areas? The decoupling is still the main difficulty. [0004] The existing text-based i...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F3/0484G06F40/30G06K9/62G06N3/04
CPCG06F3/04845G06F40/30G06N3/044G06F18/253
Inventor 李波林枭刘彬刘奋成赵旭
Owner NANCHANG HANGKONG UNIVERSITY
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