• Title/Summary/Keyword: 저정보영역

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Low-Informative Region Detection based on Multi-Layer Perceptron for Automatical Insertion of Virtual Advertisement in Sports Image (스포츠 영상 내에서 자동적인 가상 광고 삽입을 위한 다층퍼셉트론 기반의 저정보 영역 검출)

  • Jung, Jae-Young;Kim, Jong-Ha
    • Journal of Digital Contents Society
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    • v.18 no.1
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    • pp.71-77
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    • 2017
  • Virtual advertisement is an advertising technique that using computer graphic in a media production such as a sports image for inserting product image, logo, advertising slogan, etc. Recently, the image insertion of virtual advertisement is actively spreading due to the satisfaction of technical element for the image insertion of virtual advertisement in sports advertisement by increasing of the image processing technology and the computing performance. In addition, image processing technology for automatic insertion has become an important research field in the virtual advertisement field. In this paper, we propose the method of extracting less-informative region by using image processing technique and machine learning to insert a virtual advertisement automatically in sports image. The proposed method analyzes the brightness level of image through the histogram and extracts the less-informative region using the machine learning method.

Less Informative Region Extraction for Automatically Advertisement Insertion in Sports Image (스포츠 영상 내 자동적인 광고 삽입을 위한 저정보영역 추출)

  • Jung, Jae-Young;Kim, Young-Kab
    • Journal of Digital Contents Society
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    • v.16 no.4
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    • pp.615-622
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    • 2015
  • Recently virtual advertising is located in an important area of interest in the TV market by convenience of application and reduction of cost. The methods of inserting a virtual advertising in broadcasting are Up-link that method insert the image through the production equipment of the broadcasting station and dispatch equipment and technical personnel in the shooting and Down-streaming that method insert a virtual image automatically in relay video using image processing technology. In recent years, the image processing technology is an important research area in the virtual advertising area for automatically insertion of advertising images. In this paper, we propose the method to extract less-informative region in sports video using image processing. The proposed method extracts less-Informative region through rectangle detection of Hough transform and analysis of color histogram distribution.