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Polarimetric Calculation Method of Global Pixel for Underwater Image Restoration
- Source :
- IEEE Photonics Journal, Vol 13, Iss 1, Pp 1-15 (2021)
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- The estimation of the degree of polarization of backscattered light and target light is the key to realize scattering removal in underwater polarimetric imaging. In this paper, a new polarization scattering removal method is proposed by realizing polarimetric calculation of the target light with each pixel of the scene automatically, which is conducive to the restoration of the details of underwater scene. The global model of pixel level is established by utilizing the gradient prior of the polarization information of the total radiance image. Different from the previous study that the degree of polarization of the target light is a constant, the global calculation method can solve the global variable image of the degree of polarization of the target light and it is used for reconstruction experiments of underwater real-world scene to verify the effectiveness of the algorithm. The experimental results demonstrate that the global pixel calculation method has obvious effect on image detail recovery of the underwater scene to realize the clear underwater vision. The influence of the backscattered light on underwater imaging is well suppressed and image contrast has been significantly improved, which provides a new method for enhancing performance of underwater polarimetric imaging with better vision.
- Subjects :
- lcsh:Applied optics. Photonics
Computer science
Underwater vision
Polarimetry
02 engineering and technology
01 natural sciences
010309 optics
the degree of polarization of the target
0103 physical sciences
0202 electrical engineering, electronic engineering, information engineering
lcsh:QC350-467
Computer vision
Electrical and Electronic Engineering
Underwater
Image restoration
Physics::Atmospheric and Oceanic Physics
Pixel
business.industry
Polarimetric imaging
lcsh:TA1501-1820
polarimetric calculation of global pixel
Polarization (waves)
Atomic and Molecular Physics, and Optics
Computer Science::Computer Vision and Pattern Recognition
Radiance
Degree of polarization
020201 artificial intelligence & image processing
Artificial intelligence
business
underwater image restoration
lcsh:Optics. Light
Subjects
Details
- Language :
- English
- ISSN :
- 19430655
- Volume :
- 13
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- IEEE Photonics Journal
- Accession number :
- edsair.doi.dedup.....20e1729f45e742dc34657ffafa10c6b4