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Image clustering method and device and computer storage medium

A computer storage and image clustering technology, applied in computer parts, calculations, instruments, etc., can solve the problem of low efficiency of image classification, achieve the effect of increasing clustering efficiency and reducing the amount of calculation

Active Publication Date: 2019-11-12
ZHEJIANG DAHUA TECH CO LTD
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  • Abstract
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Problems solved by technology

[0003] The present invention provides an image clustering method, device and computer storage medium to solve the problem of low image classification efficiency in the prior art

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  • Image clustering method and device and computer storage medium
  • Image clustering method and device and computer storage medium
  • Image clustering method and device and computer storage medium

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Embodiment Construction

[0015] 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 only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0016] In video surveillance, it is necessary to classify a large number of face images, so that the face images of the same category are classified into the same category. Specifically, let the face images of the same person be a separate category.

[0017] For details, please refer to figure 1 , figure 1 is a schematic flowchart of the first embodiment of the image clustering method of the present invention, and the image clustering method of this embodime...

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Abstract

The invention discloses an image clustering method and device, and a computer storage medium. The method comprises the steps of obtaining multiple pieces of image data; clustering the multiple piecesof image data to obtain at least one image cluster; obtaining a representative image of the image cluster, wherein the representative image is image data with the highest quality value in the image cluster or a clustering center of the image cluster; confirming a set center matched with the representative image in an image set library; and storing the image cluster in an image set library according to a confirmation result. In this way, the clustering efficiency can be greatly improved.

Description

technical field [0001] The invention relates to the field of image clustering, in particular to an image clustering method, device and computer storage medium. Background technique [0002] In the existing clustering method, multiple cameras correspond to multiple image clusters, and each image cluster includes a cluster center. The cluster centers of the classes are compared and classified. However, the binning efficiency is low, and it cannot be adapted to the camera system where the camera reaches a certain order of magnitude. Contents of the invention [0003] The present invention provides an image clustering method, device and computer storage medium to solve the problem of low image classification efficiency in the prior art. [0004] In order to solve the above technical problems, a technical solution adopted by the present invention is to provide an image clustering method, the method comprising: acquiring multiple pieces of image data; performing clustering pro...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06V10/751G06F18/23G06V40/172G06V40/50G06V10/95G06V10/993G06F18/22
Inventor 邓祥阮学武周道利王典
Owner ZHEJIANG DAHUA TECH CO LTD
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