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Image processing method, device and equipment and computer readable storage medium

A processing method and computer technology, applied in the field of image processing, can solve problems such as image blur, and achieve the effect of precise removal, effective removal, and quality assurance

Pending Publication Date: 2020-03-27
PEKING UNIV +2
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  • Summary
  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0005] Embodiments of the present invention provide an image processing method, device, device, and computer-readable storage medium to solve the technical problem of relatively blurred images generated when removing raindrops or water mist from images in the prior art

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  • Image processing method, device and equipment and computer readable storage medium
  • Image processing method, device and equipment and computer readable storage medium
  • Image processing method, device and equipment and computer readable storage medium

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Embodiment Construction

[0025] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0026] figure 1 A schematic flow chart of the image processing method provided in Embodiment 1 of the present invention, as shown in figure 1 As shown, the method includes:

[0027] Step 101, extracting features of the image to be processed.

[0028] In this embodiment, the images to be processed include but are not limited to images including ...

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Abstract

The embodiment of the invention discloses an image processing method, device and equipment, and a computer readable storage medium. The method comprises the steps of extracting features of a to-be-processed image; obtaining an attention matrix corresponding to the to-be-processed image according to the features of the to-be-processed image; and according to the attention matrix, performing real restoration processing on the to-be-processed image to generate a processed image. Therefore, the water drops and the fog on the image with the water drops and the fog can be accurately removed, and thereal image is restored.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of image processing, and in particular, to an image processing method, device, device, and computer-readable storage medium. Background technique [0002] Images are the main source for human beings to obtain and exchange information. Therefore, the ratio of image clarity to effective information becomes extremely important. For example, users can easily obtain the information they want from a clear image, but if there are raindrops or water mist on the current image, it is difficult for the user to obtain effective information from it. [0003] For images with raindrops or water mist, in order to enable users to obtain more effective information from the image, a method for removing raindrops or water mist from the image is proposed in the prior art. Specifically, a three-layer convolutional neural network can be used In the network, each layer has 512 convolution kernels to process t...

Claims

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Application Information

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IPC IPC(8): G06T7/33
CPCG06T7/33
Inventor 刘家瑛钱瑞苏嘉俊杨文瀚郭宗明
Owner PEKING UNIV
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