Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Image restoration method and training method of image restoration model

A technology for repairing models and models, which is applied in image enhancement, image analysis, image data processing, etc., and can solve problems such as limited aspects of consideration, poor image quality, and poor repair effects.

Active Publication Date: 2020-06-23
TENCENT TECH (SHENZHEN) CO LTD
View PDF7 Cites 9 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the above image repair process, only the information around the area to be repaired is considered, the consideration is limited, the repair effect is not good, and the image quality after repair is poor

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Image restoration method and training method of image restoration model
  • Image restoration method and training method of image restoration model
  • Image restoration method and training method of image restoration model

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0064] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0065] Artificial intelligence is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial intelligence is to study the design principles and implementation methods of various intelligent machines, so that the machines have the functions of perception, reasoning and decis...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses an image restoration method and a training method of an image restoration model. The method comprises the steps of obtaining a to-be-restored first target image; extracting target image features of the first target image; based on the target image features, target candidate area information and a target reference image are acquired, and the target reference image carries mode information of the first target image; and repairing the first target image based on the target candidate region information and the target reference image to obtain a target repaired image corresponding to the first target image. In the image restoration process, the consideration of the mode information of the image is added, the consideration is comprehensive, the restoration effect of imagerestoration is improved, and the restored image is more natural.

Description

technical field [0001] The embodiments of the present application relate to the technical field of artificial intelligence, and in particular to an image restoration method and a training method of an image restoration model. Background technique [0002] As a kind of image processing technology, image inpainting technology aims to repair the missing or occluded part of the image according to the image context. The image inpainting task requires the restored image to be as natural as possible and as close as possible to the original image. Through image repair technology, some noise, scratches, deletions and occlusions in the image can be removed to improve image quality. [0003] With the continuous development of artificial intelligence technology, the task of image inpainting has become one of the research focuses in the field of computer vision. The usual image repair process is: use the sample image to be repaired and the standard repaired image to train an end-to-end ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06T5/00
CPCG06T2207/20081G06T5/77
Inventor 向天戈
Owner TENCENT TECH (SHENZHEN) CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com