Clothing fashion mining method and visual perception system based on celebrity recognition

A technology for clothes and celebrities, applied in the field of video content analysis and perception, can solve the problems of disrupting the experience, lengthy advertisement playback time and long advertisement content, etc., to achieve the effect of reducing intrusion and improving the efficiency of product promotion

Active Publication Date: 2018-03-30
HARBIN INST OF TECH SHENZHEN GRADUATE SCHOOL
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Problems solved by technology

Due to lengthy ad playing time, mismatch between ad content and user needs, etc., this aspect further damages the user experience when watching videos, making users have

Method used

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  • Clothing fashion mining method and visual perception system based on celebrity recognition
  • Clothing fashion mining method and visual perception system based on celebrity recognition
  • Clothing fashion mining method and visual perception system based on celebrity recognition

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Embodiment Construction

[0079] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0080] The design inspiration of the present invention comes from the star effect in the current online video. Specifically, the clothes of a star are always leading the fashion, and the viewers who watch videos related to the star are usually fans of the star. Therefore, to a certain extent, the fashionable clothes of celebrities attract a large number of fans to search for the same or similar products of the same style. Therefore, it is a huge potential business opportunity to tap the fashion effect of star dressing and star fan effect.

[0081] attached figure 1 Show the flow chart of the clo...

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Abstract

The invention relates to a clothing fashion mining method and visual perception system based on celebrity recognition. The method comprises (A) a human body detection step, (B) a posture selection step including the screening of detected postures of the human body, (C) a face detection and celebrity identity verification step including the face detection of a screened human body area, the alignment of detected faces by using key point detection technology, the extraction of face features by using a deep convolutional network, performing face verification with a base star face database, (D) a clothes detection step including clothes detection of a human body area which passes celebrity verification, (E) a redundancy elimination step of clothes image to be retrieved including redundancy elimination of the clothes image to be retrieved by using a clustering algorithm, and (F) a same clothes image retrieval and recommendation step including the search of same or similar clothes in a clothes database by using an image retrieval algorithm and the recommendation of the clothes to a user. The method and the system are mainly used for video advertisement recommendation, and advertisements'attraction for the user is improved.

Description

technical field [0001] The invention belongs to the field of video content analysis and perception, and in particular relates to a star clothing fashion mining method and system based on Internet video content perception. Background technique [0002] In recent years, with the rapid popularization of traditional Internet and mobile Internet, the Internet economy has developed rapidly. Among them, the year-on-year growth of online video business and traffic has brought huge business opportunities for the video advertising business. According to the report: “Since 2014, the global online video advertising market has continued to grow rapidly, while the domestic related market has maintained a growth rate of over 40%, while traditional TV media advertising has begun to face a historical turning point of shrinking. Operators are gradually shifting traditional TV budgets to online video services.” [0003] According to research, currently the most commonly used method of video ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06Q30/02G06K9/62
CPCG06Q30/0271G06Q30/0277G06V40/16G06V20/49G06V20/46G06F18/214
Inventor 张海军姬玉柱
Owner HARBIN INST OF TECH SHENZHEN GRADUATE SCHOOL
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