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

An image clustering and clustering technology, applied in the field of image processing, can solve the problem of low accuracy of image clustering

Pending Publication Date: 2022-01-21
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Based on this, it is necessary to address the above technical problems and provide an image clustering method, device, computer equipment and readable storage medium to solve the problem of low accuracy of existing image clustering

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

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Embodiment Construction

[0049] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. 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.

[0050] figure 1The implementation process of an image clustering method provided by an embodiment of the present invention is shown, and the details are as follows:

[0051] In step S110, the object image set is acquired;

[0052] In the embodiment of the present invention, the object image set includes a plurality of object images, and the object images can be obtained through a preset camera. For example, when the object image is a human body image,...

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Abstract

The invention discloses an image clustering method, a device, computer equipment and a storage medium. The method comprises the following steps: collecting an object image set; calculating the similarity between any two object images in the object image set so as to perform clustering processing on the object images in the object image set to obtain an initial community object cluster; when the number of the objects in the initial community object cluster is larger than a preset number threshold value, clustering optimization processing is carried out on the initial community object cluster to obtain a target community object cluster, and the number of the objects in the target community object cluster is smaller than or equal to the preset number threshold value. According to the scheme, the initial community object clusters with the object number larger than the preset object number threshold value are optimized, and the initial community object clusters which are clustered can be subjected to secondary splitting, so that the clustering accuracy is improved.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to an image clustering method, device, computer equipment and readable storage medium. Background technique [0002] At present, in the scene where large-scale face and human body clustering is required, factors such as human face deflection, captured image brightness, clarity, clothing style, human body posture and other factors have a greater impact on clustering, and only through similarity It is difficult to completely distinguish the threshold value. Many other similar pictures will be mixed in the clustering, which will affect the clustering effect and lead to low clustering accuracy. Contents of the invention [0003] Based on this, it is necessary to provide an image clustering method, device, computer equipment, and readable storage medium for the above technical problems, so as to solve the problem of low accuracy of existing image clustering. [0004] ...

Claims

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Application Information

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IPC IPC(8): G06V10/77G06V10/764G06V10/74G06V40/16G06K9/62
CPCG06F18/213G06F18/22G06F18/241
Inventor 章跃谢友平刘国伟
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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