Single Image Haze Removal Using Hazy Particle Maps

Geun-Jun KIM  Seungmin LEE  Bongsoon KANG  

Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences   Vol.E101-A   No.11   pp.1999-2002
Publication Date: 2018/11/01
Online ISSN: 1745-1337
DOI: 10.1587/transfun.E101.A.1999
Type of Manuscript: LETTER
Category: Image
Keyword: 
modified hybrid median filter,  hazy particle map,  halo artifact,  blind contrast restoration assessment,  image visibility restoration,  

Full Text: PDF(2.2MB)
>>Buy this Article


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.