Algorithm for Underwater Polarization Imaging Based on Global Estimation

被引:26
作者
Feng Fei [1 ,2 ]
Wu Guojun [1 ,2 ]
Wu Yafeng [1 ,2 ]
Miao Yuhong [1 ,2 ]
Liu Bo [1 ,2 ]
机构
[1] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Marine Opt Technol Lab, Xian 710119, Shaanxi, Peoples R China
[2] Pilot Natl Lab Marine Sci & Technol, Qingdao 266071, Shandong, Peoples R China
关键词
imaging systems; polarization imaging; underwater image restoration; backscatter; global estimation; TARGET DETECTION; PERFORMANCE; VISIBILITY; RECOVERY; VISION;
D O I
10.3788/AOS202040.2111002
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In order to realize the clear imaging of underwater targets with high degree of polarization (HDOP), the traditional polarization imaging model is analyzed. Based on the Schechner polarization imaging model and the definition of polarization degree, a polarization imaging restoration algorithm is proposed to globally estimate the polarization degree of backscattered light, which considers the polarization degree of reflected light of targets. The polarization imaging experiment is conducted, in which the polarization images of three kinds of targets in turbid water with different concentrations are restored. The restoration results show that the measure of enhancement value of the restored image is increased by more than 9000 compared to the original Schechner algorithm. Meanwhile, the average gradient, standard deviation and information entropy of image grey are also increased. The restoration results of different polarization images of targets show that the proposed algorithm is not only suitable for the underwater targets with low degree of polarization (LDOP) and rough surfaces, but also makes the underwater targets with HDOP and smooth surfaces gain satisfactory restoration effect.
引用
收藏
页数:9
相关论文
共 25 条
[1]   Transform-based image enhancement algorithms with performance measure [J].
Agaian, SS ;
Panetta, K ;
Grigoryan, AM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (03) :367-382
[2]   Archaeology of the continental shelf: Marine resources, submerged landscapes and underwater archaeology [J].
Bailey, Geoffrey N. ;
Flemming, Nicholas C. .
QUATERNARY SCIENCE REVIEWS, 2008, 27 (23-24) :2153-2165
[3]   POLARIZATION EFFECTS OF SEAWATER AND UNDERWATER TARGETS [J].
CARIOU, J ;
LEJEUNE, B ;
LOTRIAN, J ;
GUERN, Y .
APPLIED OPTICS, 1990, 29 (11) :1689-1695
[4]   Improving visibility depth in passive underwater imaging by use of polarization [J].
Chang, PCY ;
Flitton, JC ;
Hopcraft, KI ;
Jakeman, E ;
Jordan, DL ;
Walker, JG .
APPLIED OPTICS, 2003, 42 (15) :2794-2803
[5]   Exploring underwater target detection by imaging polarimetry and correlation techniques [J].
Dubreuil, M. ;
Delrot, P. ;
Leonard, I. ;
Alfalou, A. ;
Brosseau, C. ;
Dogariu, A. .
APPLIED OPTICS, 2013, 52 (05) :997-1005
[6]  
Giakos G C., 2004, P IEEE, V88
[7]   Real-time polarization difference underwater imaging based on Stokes vector [J].
Guan Jin-Ge ;
Zhu Jing-Ping ;
Tian Heng ;
Hou Xun .
ACTA PHYSICA SINICA, 2015, 64 (22)
[8]  
Hu H F, 2019, INFRARED LASER ENG, V48
[9]   Underwater image recovery considering polarization effects of objects [J].
Huang, Bingjing ;
Liu, Tiegen ;
Hu, Haofeng ;
Han, Jiahui ;
Yu, Mingxuan .
OPTICS EXPRESS, 2016, 24 (09) :9826-9838
[10]   Backscattering target detection in a turbid medium by polarization discrimination [J].
Lewis, GD ;
Jordan, DL ;
Roberts, PJ .
APPLIED OPTICS, 1999, 38 (18) :3937-3944