Method and device for carrying out analysis on sensitive images

A sensitive image and sensitive technology, applied in the field of image recognition, can solve the problems of not being able to meet the requirements of filtering monitoring and low recognition accuracy, and achieve the effect of reducing the cost of manual review and improving the level of automation

Active Publication Date: 2018-11-02
SUNING COM CO LTD
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Problems solved by technology

[0004] However, the recognition accuracy of the existing methods is low, and advertisements and publicity images of poultry products, underwear, sporting goods, family planning products and other categories of goods under normal circumstances are often misreported as sensitive images. It is difficult to meet the curr

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  • Method and device for carrying out analysis on sensitive images
  • Method and device for carrying out analysis on sensitive images
  • Method and device for carrying out analysis on sensitive images

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[0048]In order to enable those skilled in the art to better understand the technical solutions of the present invention, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. Hereinafter, embodiments of the present invention will be described in detail, examples of which are shown in the accompanying drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention. Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refer...

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Abstract

The embodiment of the invention discloses a method and device for carrying out analysis on sensitive images, relates to the technical field of image identification, and can promote an automation levelof carrying out identification detection on advertising images and reduce manual review cost. The method comprises the steps of: carrying out clustering on sample images in a training sample set; then according to the clustered sample images, by a convolutional neural network, training an identification model corresponding to each category; and then by utilizing the identification model obtainedby training, identifying sensitive images corresponding to each category from a to-be-detected image library. The method and device disclosed by the invention are applicable to identification on the sensitive images on an online platform.

Description

technical field [0001] The invention relates to the technical field of image recognition, in particular to a method and device for analyzing sensitive images. Background technique [0002] With the development of Internet technology and the construction of various online trading platforms, online marketing platforms and other network platforms, major operators and shops of all sizes will place massive Internet advertisements on network platforms all the time. In order to regulate the release of Internet advertisements and protect the legitimate rights and interests of consumers, the new Advertising Law promulgated in 2015 clearly stipulates that Internet advertising activities must also abide by the provisions of the Advertising Law. [0003] In the current practical application, the means of monitoring Internet advertising activities by various network platforms is mainly to identify and warn of potentially illegal advertisements by detecting sensitive images. Most of the ...

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Application Information

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IPC IPC(8): G06K9/62G06F17/30
CPCG06Q30/0643G06Q30/0241G06F18/23G06F18/214G06F18/24
Inventor 杨现常江龙
Owner SUNING COM CO LTD
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