Visibility enhancement of hazy images based on a universal polarimetric imaging method

被引:85
作者
Liang, Jian [1 ,2 ]
Ren, Li-Yong [1 ]
Ju, Hai-Juan [1 ]
Qu, En-Shi [1 ]
Wang, Ying-Li [1 ]
机构
[1] Chinese Acad Sci, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
VISION;
D O I
10.1063/1.4901244
中图分类号
O59 [应用物理学];
学科分类号
摘要
Enhancing the visibility of images taken in the hazy weather is important in many applications. Among many dehazing methods, those based on polarimetric imaging techniques have several advantages, such as ease of keeping detailed information, low cost, and high efficiency. In this paper, we propose a novel and robust dehazing algorithm based on polarimetric imaging. By introducing the orientation-angle information from the Stokes matrix, all the parameters used in dehazing performance can be effectively, precisely and automatically estimated, and no additional human-computer interaction is needed. Besides, this method can also be used in handling hazy images without sky region. Experimental results show that such a method can greatly enhance the visibility of hazy images. (C) 2014 AIP Publishing LLC.
引用
收藏
页数:6
相关论文
共 17 条
[1]  
[Anonymous], P SPIE
[2]  
[Anonymous], IEEE T PATTERN ANAL
[3]  
[Anonymous], 2005, P POLARIZATION SCI R
[4]  
[Anonymous], 2006, P IEEE COMP SOC C CO
[5]   Long-range polarimetric imaging through fog [J].
Fade, Julien ;
Panigrahi, Swapnesh ;
Carre, Anthony ;
Frein, Ludovic ;
Hamel, Cyril ;
Bretenaker, Fabien ;
Ramachandran, Hema ;
Alouini, Mehdi .
APPLIED OPTICS, 2014, 53 (18) :3854-3865
[6]   Vision and rain [J].
Garg, Kshitiz ;
Nayar, Shree K. .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 75 (01) :3-27
[7]  
Goldstein D., 2003, POLARIZED LIGHT, V2nd
[8]   Method for enhancing visibility of hazy images based on polarimetric imaging [J].
Liang, Jian ;
Ren, Liyong ;
Qu, Enshi ;
Hu, Bingliang ;
Wang, Yingli .
PHOTONICS RESEARCH, 2014, 2 (01) :38-44
[9]   Real time polarimetric dehazing [J].
Mudge, Jason ;
Virgen, Miguel .
APPLIED OPTICS, 2013, 52 (09) :1932-1938
[10]   Skyless polarimetric calibration and visibility enhancement [J].
Namer, Einav ;
Shwartz, Sarit ;
Schechner, Yoav Y. .
OPTICS EXPRESS, 2009, 17 (02) :472-493