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Image processing method and device, equipment and storage medium

An image processing and processor technology, applied in the field of artificial intelligence, can solve the problems of image block edge feature continuity destruction, affecting feature accuracy, affecting the accuracy of target image processing results, etc., to avoid the loss of feature continuity, Improve accuracy and ensure the effect of accuracy

Pending Publication Date: 2022-04-12
TENCENT TECH (SHENZHEN) CO LTD
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  • Claims
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Problems solved by technology

[0005] However, the above scheme needs to divide the image into blocks, which may lead to the destruction of the feature continuity at the edge of the image block, thereby affecting the accuracy of feature extraction, and further affecting the accuracy of the processing results of the target image.

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

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Embodiment Construction

[0050] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0051] Before describing the various embodiments shown in the application, several concepts involved in the application are firstly introduced.

[0052] Please refer to figure 1 , which shows a system configuration diagram of an image processing system related to various embodiments of the present application. Such as figure 1 As shown, the system includes an image acquisition device ...

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Abstract

The invention relates to an image processing method and device, equipment and a storage medium, and relates to the technical field of artificial intelligence. The method comprises the following steps: performing n-level down-sampling processing on an initial feature of a target image to obtain n down-sampling features; obtaining an attention map of the target image based on a target down-sampling feature in the n down-sampling features; the target down-sampling feature is obtained by the last stage of down-sampling processing; based on the attention map, the initial feature and the n down-sampling features are processed respectively, and attention processing features corresponding to the initial feature and the n down-sampling features respectively are obtained; and based on the attention processing features, obtaining a processing result of executing a specified image processing task on the target image. According to the scheme, the accuracy of image feature extraction can be ensured, and then the accuracy of the processing result of the image processing task is improved.

Description

[0001] This application claims the priority of the Chinese patent application with the application number 202110877152.X and the title of the invention "image processing method, device, equipment and storage medium" filed on July 31, 2021, the entire contents of which are incorporated by reference in In this application. technical field [0002] The present application relates to the technical field of artificial intelligence, and in particular to an image processing method, device, equipment and storage medium. Background technique [0003] Image processing tasks such as image segmentation and image classification are widely used in the field of computer vision (CV). [0004] In related technologies, when performing an image processing task, the input target image can be divided into multiple image blocks, and the multiple image blocks are sequentially input into a transformer (Transformer) encoder for encoding processing, thereby extracting the target image Image features...

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Application Information

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IPC IPC(8): G06V10/80G06V10/40G06K9/62
Inventor 卢东焕何楠君魏东宁慕楠马锴郑冶枫
Owner TENCENT TECH (SHENZHEN) CO LTD
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