Image processing method, intelligent terminal and storage medium

An image processing and image collection technology, applied in the field of image processing, can solve problems such as color distortion, time-consuming, uneven brightness, etc., and achieve the effect of solving low enhancement efficiency, improving enhancement efficiency, and improving user experience

Pending Publication Date: 2022-07-29
SHANGHAI TRANSSION CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

When light propagates in water, it is affected by the absorption of light by the water medium and particles in the water and the scattering effect, resulting in defects such as blurring or fogging, decreased contrast, color distortion, and uneven brightness in underwater images. The image below does not display well
In the process of conceiving and implementing the present application, the inventors found that there are at least the following problems: the existing solution to the above problems is to enhance the underwater image, but the existing image enhancement method takes a long time, resulting in low efficiency of image enhancement

Method used

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  • Image processing method, intelligent terminal and storage medium
  • Image processing method, intelligent terminal and storage medium
  • Image processing method, intelligent terminal and storage medium

Examples

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no. 1 example

[0071] see image 3 , image 3 A schematic flowchart of the image processing provided in the embodiment of the present application;

[0072] The image processing method provided in this embodiment is applied to an intelligent terminal, and the method includes the following steps:

[0073] S10: collect image information in the first environment;

[0074] It can be understood that the first environment refers to the underwater environment, and the second environment refers to the aquatic environment. The images collected underwater usually have various degradation problems, such as fogging, blue-green cast, blurred details, distortion, brightness, etc. The problem is that the original underwater image has low visibility and poor look and feel. Based on this, the underwater image needs to be enhanced.

[0075] In this embodiment, underwater images of different sea areas and different depths are collected as experimental data. Because the turbidity of the images in different se...

no. 2 example

[0082] see Figure 4 , Figure 4 is a schematic flowchart of the image processing method shown in the first embodiment;

[0083] The image processing method provided in this embodiment is applied to an intelligent terminal, and the steps of S20 include:

[0084] Step S21, acquiring at least one image feature based on the image information;

[0085] Step S22, using a preset coupling model to perform coupling processing on at least one of the image features to obtain target correction parameters, and correct the image information based on the target correction parameters.

[0086] It should be noted that the existing picture correction method is to correct each feature to be corrected one by one, for example, first correct the color of the picture, then correct the brightness of the picture, and finally correct the clarity of the picture. In this way, some parts will be lost in the process of color correction. When correcting other image features, the corrected image is quite...

no. 3 example

[0092] see Figure 5 , Figure 5 Another schematic flowchart of the image processing provided by the embodiment of the present application;

[0093] The image processing method provided in this embodiment is applied to an intelligent terminal, and the method includes the following steps:

[0094] S100. Acquire an image training set, wherein the image training set includes a first image set collected based on the second environment and a second image set obtained by collecting the first image set based on the first environment;

[0095] S200, an image correction model is obtained by preset processing according to the image training set.

[0096] Before training the model, an image training set for training the model needs to be constructed, and the image training set includes a training set and a validation set. Then, use the waterproof display screen to scroll and play the first image set in different underwater environments, and at the same time use a waterproof camera to ...

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Abstract

The invention provides an image processing method, an intelligent terminal and a storage medium, and the image processing method can be applied to the intelligent terminal, and comprises the following steps: collecting image information in a first environment; inputting the image information into a preset image correction model to correct the image information; and outputting the corrected image information. According to the invention, the image information collected in the first environment is input into the preset image correction model, so that the image information is corrected, and the enhancement efficiency of the image is improved.

Description

technical field [0001] The present application relates to the technical field of image processing, and in particular, to an image processing method, an intelligent terminal and a storage medium. Background technique [0002] Underwater optical images are one of the important data for underwater research. When light propagates in water, it is affected by the absorption and scattering effect of water medium and water particles on light, resulting in blurred or foggy images, decreased contrast, color distortion, uneven brightness and other defects in underwater images. The image below does not display well. In the process of conceiving and realizing this application, the inventor found at least the following problems: the existing solution to the above problem is to enhance the underwater image, but the existing image enhancement method takes a long time, resulting in low image enhancement efficiency. [0003] The preceding statements are intended to provide general backgroun...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T5/00G06V20/05G06V10/774G06V10/82G06N3/04G06N3/08
CPCG06T5/006G06V20/05G06V10/774G06V10/82G06N3/04G06N3/08G06T2207/20081G06T2207/20084
Inventor 漆伟
Owner SHANGHAI TRANSSION CO LTD
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