Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction

Underwater vision can be severely degraded by the scattering media due to backscatter veiling and signal attenuation. In this paper, we focus on the case that the polarization effect of the object could not be neglected, and we propose a method for recovering the underwater image based on the transm...

Full description

Bibliographic Details
Main Authors: Haofeng Hu, Lin Zhao, Bingjing Huang, Xiaobo Li, Hui Wang, Tiegen Liu
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Photonics Journal
Subjects:
Online Access:https://ieeexplore.ieee.org/document/7919152/
id doaj-e83288f223d848b39085ed2317131a8f
record_format Article
spelling doaj-e83288f223d848b39085ed2317131a8f2021-03-29T17:41:40ZengIEEEIEEE Photonics Journal1943-06552017-01-019311010.1109/JPHOT.2017.26980007919152Enhancing Visibility of Polarimetric Underwater Image by Transmittance CorrectionHaofeng Hu0Lin Zhao1Bingjing Huang2Xiaobo Li3Hui Wang4Tiegen Liu5College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, ChinaCollege of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, ChinaCollege of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, ChinaCollege of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, ChinaCollege of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, ChinaCollege of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, ChinaUnderwater vision can be severely degraded by the scattering media due to backscatter veiling and signal attenuation. In this paper, we focus on the case that the polarization effect of the object could not be neglected, and we propose a method for recovering the underwater image based on the transmittance correction, which transforms the transmittance for the low depolarized objects from negative values to the positive values that optimize the image quality with a simple algorithm of polynomial fitting. We show with a real-world experiment that with the method proposed in this paper, the quality of the underwater image can be effectively enhanced either for the object with high depolarization degree or for that with low depolarization degree. In particular, without sacrificing the quality of image recovery for the objects with high depolarization degree, the method proposed in this paper can achieve a better performance than the previous methods.https://ieeexplore.ieee.org/document/7919152/Polarimetric imagingimage enhancementimaging through turbid media.
collection DOAJ
language English
format Article
sources DOAJ
author Haofeng Hu
Lin Zhao
Bingjing Huang
Xiaobo Li
Hui Wang
Tiegen Liu
spellingShingle Haofeng Hu
Lin Zhao
Bingjing Huang
Xiaobo Li
Hui Wang
Tiegen Liu
Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction
IEEE Photonics Journal
Polarimetric imaging
image enhancement
imaging through turbid media.
author_facet Haofeng Hu
Lin Zhao
Bingjing Huang
Xiaobo Li
Hui Wang
Tiegen Liu
author_sort Haofeng Hu
title Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction
title_short Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction
title_full Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction
title_fullStr Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction
title_full_unstemmed Enhancing Visibility of Polarimetric Underwater Image by Transmittance Correction
title_sort enhancing visibility of polarimetric underwater image by transmittance correction
publisher IEEE
series IEEE Photonics Journal
issn 1943-0655
publishDate 2017-01-01
description Underwater vision can be severely degraded by the scattering media due to backscatter veiling and signal attenuation. In this paper, we focus on the case that the polarization effect of the object could not be neglected, and we propose a method for recovering the underwater image based on the transmittance correction, which transforms the transmittance for the low depolarized objects from negative values to the positive values that optimize the image quality with a simple algorithm of polynomial fitting. We show with a real-world experiment that with the method proposed in this paper, the quality of the underwater image can be effectively enhanced either for the object with high depolarization degree or for that with low depolarization degree. In particular, without sacrificing the quality of image recovery for the objects with high depolarization degree, the method proposed in this paper can achieve a better performance than the previous methods.
topic Polarimetric imaging
image enhancement
imaging through turbid media.
url https://ieeexplore.ieee.org/document/7919152/
work_keys_str_mv AT haofenghu enhancingvisibilityofpolarimetricunderwaterimagebytransmittancecorrection
AT linzhao enhancingvisibilityofpolarimetricunderwaterimagebytransmittancecorrection
AT bingjinghuang enhancingvisibilityofpolarimetricunderwaterimagebytransmittancecorrection
AT xiaoboli enhancingvisibilityofpolarimetricunderwaterimagebytransmittancecorrection
AT huiwang enhancingvisibilityofpolarimetricunderwaterimagebytransmittancecorrection
AT tiegenliu enhancingvisibilityofpolarimetricunderwaterimagebytransmittancecorrection
_version_ 1724197451973263360