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Single Image Haze Removal Using Hazy Particle Maps

Geun-Jun KIM, Seungmin LEE, Bongsoon KANG

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Summary :

Hazes with various properties spread widely across flat areas with depth continuities and corner areas with depth discontinuities. Removing haze from a single hazy image is difficult due to its ill-posed nature. To solve this problem, this study proposes a modified hybrid median filter that performs a median filter to preserve the edges of flat areas and a hybrid median filter to preserve depth discontinuity corners. Recovered scene radiance, which is obtained by removing hazy particles, restores image visibility using adaptive nonlinear curves for dynamic range expansion. Using comparative studies and quantitative evaluations, this study shows that the proposed method achieves similar or better results than those of other state-of-the-art methods.

Publication
IEICE TRANSACTIONS on Fundamentals Vol.E101-A No.11 pp.1999-2002
Publication Date
2018/11/01
Publicized
Online ISSN
1745-1337
DOI
10.1587/transfun.E101.A.1999
Type of Manuscript
LETTER
Category
Image

Authors

Geun-Jun KIM
  Dong-A University
Seungmin LEE
  Dong-A University
Bongsoon KANG
  Dong-A University

Keyword