Image filling method, device and equipment and storage medium

A technology of filling method and filling device, applied in image enhancement, image analysis, image coding, etc., can solve the problems of unrealistic filling effect, unnatural texture, low efficiency, etc., and achieve good filling effect

Pending Publication Date: 2020-10-13
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The technology described by this patented method allows for better filling areas with images without any visible defects or imperfections during imagery processing. It uses both an objective (object) field, scenes, and text's properties from previous layers to make it easier than current methods that only focuses on specific aspects like color balance). This results in improved quality output compared to existing techniques.

Problems solved by technology

The technical problem addressed by this patented method for creating images with improved quality involves finding ways to fill them without causing any issues like overfilling certain areas while also improving their overall appearance.

Method used

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  • Image filling method, device and equipment and storage medium
  • Image filling method, device and equipment and storage medium
  • Image filling method, device and equipment and storage medium

Examples

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Embodiment Construction

[0027] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0028] figure 1 A flow chart of the image filling method of the embodiment of the present application is shown, including the following steps:

[0029] S101: Perform multi-layer encoding processing on the features of the image to be filled to generate a multi-layer encoded feature layer, the size of the multi-layer encoded feature layer is reduced layer by layer, where

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Abstract

The embodiment of the invention discloses an image filling method, device and equipment and a storage medium, and relates to the technical field of artificial intelligence, deep learning, computer vision and image filling, and the image filling method comprises the steps: carrying out the multi-layer coding of the features of a to-be-filled image, generating a multi-layer coding feature layer, andenabling the sizes of the multi-layer coding feature layer to be reduced layer by layer; enabling the multiple coding feature layers to be subjected to layer-by-layer decoding processing to obtain multiple decoding feature layers and a first image, wherein no missing area exists in the first image, and the layer-by-layer decoding processing comprises splicing operation on the decoding feature layers and the coding feature layers which are the same in size; and performing up-sampling processing on the first image to obtain a plurality of up-sampling feature layers and a second image subjectedto up-sampling processing optimization, the up-sampling processing including splicing operation on the up-sampling feature layers and the decoding feature layers of the same size. According to the invention, high-quality image filling can be realized.

Description

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Claims

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Application Information

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Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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