Real-time image haze removal using an aperture-division polarimetric camera

被引:46
作者
Zhang, Wenfei [1 ,2 ,3 ]
Liang, Jian [1 ,3 ]
Ren, Liyong [1 ]
Ju, Haijuan [1 ,3 ]
Qu, Enshi [1 ]
Bai, Zhaofeng [1 ]
Tang, Yao [4 ]
Wu, Zhaoxin [2 ]
机构
[1] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Res Dept Informat Photon, Xian 710119, Peoples R China
[2] Xi An Jiao Tong Univ, Dept Elect Sci & Technol, Sch Elect & Informat Engn, Xian 710049, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[4] Xian Univ Posts & Telecommun, Xian 710121, Peoples R China
基金
中国国家自然科学基金;
关键词
DEHAZING METHOD; VISIBILITY; VISION;
D O I
10.1364/AO.56.000942
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Polarimetric dehazing methods have been proven to be effective in enhancing the quality of images acquired in turbid media. We report a new full-Stokes polarimetric camera, which is based on the division of aperture structure. We design a kind of automatic polarimetric dehazing algorithm and load it into the field programmable gate array (FPGA) modules of our designed polarimetric camera, achieving a real-time image haze removal with an output rate of 25 fps. We demonstrate that the image quality can be significantly improved together with a good color restoration. This technique might be attractive in a range of real-time outdoor imaging applications, such as navigation, monitoring, and remote sensing. (C) 2017 Optical Society of America
引用
收藏
页码:942 / 947
页数:6
相关论文
共 29 条
[1]  
[Anonymous], 2009, P IEEE INT C IM PROC
[2]  
[Anonymous], 2008, P IEEE C COMP VIS PA
[3]  
[Anonymous], 2014, Int. J. Sci. Eng. Technol. Res.
[4]   SURF: Speeded up robust features [J].
Bay, Herbert ;
Tuytelaars, Tinne ;
Van Gool, Luc .
COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 :404-417
[5]   Contrast optimization in broadband passive polarimetric imaging [J].
Boffety, Matthieu ;
Hu, Haofeng ;
Goudail, Francois .
OPTICS LETTERS, 2014, 39 (23) :6759-6762
[6]   Image dehazing using polarization effects of objects and airlight [J].
Fang, Shuai ;
Xia, XiuShan ;
Huo, Xing ;
Chen, ChangWen .
OPTICS EXPRESS, 2014, 22 (16) :19523-19537
[7]   Single image dehazing [J].
Fattal, Raanan .
ACM TRANSACTIONS ON GRAPHICS, 2008, 27 (03)
[8]  
Feng C, 2013, IEEE IMAGE PROC, P2363, DOI 10.1109/ICIP.2013.6738487
[9]  
Goldstein DH, 2011, POLARIZED LIGHT, 3RD EDITION, P3
[10]   Optimal configuration of static polarization imagers for target detection [J].
Goudail, Francois ;
Boffety, Matthieu .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2016, 33 (01) :9-16