Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)

The Institute of Electronics and Information Engineers (대한전자공학회)
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HDR Tone Mapping Using Belief Propagation

신뢰도 전파를 이용한 HDR 영상의 동적 영역 압축

  • Lee, Chul (School of Electrical Engineering Korea University) ;
  • Kim, Chang-Su (School of Electrical Engineering Korea University)
  • 이철 (고려대학교 전자전기공학과) ;
  • 김창수 (고려대학교 전자전기공학과)
  • Published : 2007.07.11
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Abstract

A dynamic range compression algorithm using Markov random field (MRF) modeling to display high dynamic range (HDR) images on low dynamic range (LDR) devices is proposed in this work. The proposed algorithm separates foreground objects from the background using the edge information, and then compresses the color differences across the edges based on the MRF modeling. By minimizing a cost function using belief propagation, the proposed algorithm can provide an effective LDR image. Simulation results show that the proposed algorithm provides good results.

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