Image processing method and device, medium and computing equipment

An image processing and image technology, applied in the field of image processing, can solve the problems of the performance degradation of the convolutional neural network model and the low image quality, and achieve the effect of reducing the loss of details and high quality.

Pending Publication Date: 2022-02-08
杭州网易智企科技有限公司
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AI Technical Summary

Problems solved by technology

[0005] The present disclosure provides an image processing method, medium, device, and computing equipment to solve the problem of the performance of the trained convolutional neural network model when the degradation mode of the image is inconsistent with the pre-assumption degradation mode in the current image super-resolution processing technology. will drop, resulting in poor image quality

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  • Image processing method and device, medium and computing equipment
  • Image processing method and device, medium and computing equipment
  • Image processing method and device, medium and computing equipment

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Embodiment Construction

[0076] The principle and spirit of the present disclosure will be described below with reference to several exemplary embodiments. It should be understood that these embodiments are given only to enable those skilled in the art to better understand and implement the present disclosure, rather than to limit the scope of the present disclosure in any way. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.

[0077] Those skilled in the art know that the embodiments of the present disclosure may be implemented as a system, device, device, method or computer program product. Therefore, the present disclosure may be embodied in the form of complete hardware, complete software (including firmware, resident software, microcode, etc.), or a combination of hardware and software.

[0078] According to the embodiments of the present disclosure, an image processing met...

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Abstract

The embodiment of the invention provides an image processing method, a medium, an image processing device and computing equipment. The image processing method comprises steps of obtaining a to-be-processed image which is a degraded image, extracting a feature map and a feature vector corresponding to the to-be-processed image, determining at least one quality factor according to the feature vector, and obtaining a target image according to the feature map and the at least one quality factor. When super-resolution processing is carried out on the to-be-processed image, the quality factor corresponding to the to-be-processed image is considered, so detail loss of the image can be effectively reduced while the blocking effect caused by compression is removed, and the high-resolution image with higher quality is obtained.

Description

technical field [0001] Embodiments of the present disclosure relate to the technical field of image processing, and more specifically, embodiments of the present disclosure relate to an image processing method, medium, device, and computing device. Background technique [0002] This section is intended to provide a background or context for implementations of the disclosure that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] In recent years, with the rapid development of deep learning technology, super-resolution technology (that is, super-resolution technology) has shown broad application prospects in the fields of image restoration and image enhancement, and has become a research hotspot in the field of computer vision. world's attention and attention. [0004] At present, the image super-resolution processing technology based on deep learning usually inputs the low-resolution image processed by ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/40G06T5/50G06N3/04G06N3/08
CPCG06T3/4053G06T5/50G06N3/08G06T2207/20081G06T2207/20084G06N3/045
Inventor 周琛晖阮良陈功陈丽
Owner 杭州网易智企科技有限公司
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