반도체디스플레이기술학회지 (Journal of the Semiconductor & Display Technology)

한국반도체디스플레이기술학회 (The Korean Society Of Semiconductor & Display Technology)
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단일 영상에서 디포커스 맵을 활용한 보케 효과 알고리즘

Bokeh Effect Algorithm using Defocus Map in Single Image

  • 이용환 (원광대학교 디지털콘텐츠공학과) ;
  • 김흥준 (경상국립대학교 자연과학대학 컴퓨터소프트웨어전공)
  • Lee, Yong-Hwan (Dept. of Digital Contents, Wonkwang University) ;
  • Kim, Heung Jun (College of Natural Sciences, Department of Computer Software, Kyeongsang National University)
  • 투고 : 2022.09.08
  • 심사 : 2022.09.17
  • 발행 : 2022.09.30
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초록

Bokeh effect is a stylistic technique that can produce blurring the background of photos. This paper implements to produce a bokeh effect with a single image by post processing. Generating depth map is a key process of bokeh effect, and depth map is an image that contains information relating to the distance of the surfaces of scene objects from a viewpoint. First, this work presents algorithms to determine the depth map from a single input image. Then, we obtain a sparse defocus map with gradient ratio from input image and blurred image. Defocus map is obtained by propagating threshold values from edges using matting Laplacian. Finally, we obtain the blurred image on foreground and background segmentation with bokeh effect achieved. With the experimental results, an efficient image processing method with bokeh effect applied using a single image is presented.

키워드

과제정보

본 연구는 2022년도 정부(미래창조과학부)의 재원으로 한국연구재단의 지원을 받아 수행된 기초연구사업임(과제번호: 2021R1A2C1012947).

참고문헌

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