[HTML][HTML] Polarimetric imaging via deep learning: A review

X Li, L Yan, P Qi, L Zhang, F Goudail, T Liu, J Zhai… - Remote Sensing, 2023 - mdpi.com
Polarization can provide information largely uncorrelated with the spectrum and intensity.
Therefore, polarimetric imaging (PI) techniques have significant advantages in many fields …

Monochrome and color polarization demosaicking using edge-aware residual interpolation

M Morimatsu, Y Monno, M Tanaka… - … Conference on Image …, 2020 - ieeexplore.ieee.org
A division-of-focal-plane or microgrid image polarimeter enables us to acquire a set of
polarization images in one shot. Since the polarimeter consists of an image sensor …

Demosaicking DoFP images using Newton's polynomial interpolation and polarization difference model

N Li, Y Zhao, Q Pan, SG Kong - Optics express, 2019 - opg.optica.org
A demand for division of focal plane (DoFP) polarization imaging technology grows rapidly
as nanofabrication technologies become mature. For real-time polarization imaging, a DoFP …

Polarimetric underwater image recovery via deep learning

H Hu, Y Zhang, X Li, Y Lin, Z Cheng, T Liu - Optics and lasers in …, 2020 - Elsevier
Polarimetric imaging is an effective way for clear vision in water, in which deducing the
object radiance in clear water from the obtained polarimetric information in turbid water is …

[PDF][PDF] Data-driven polarimetric imaging: a review

K Yang, F Liu, S Liang, M Xiang, P Han, J Liu… - Opto-Electronic …, 2024 - researching.cn
This study reviews the recent advances in data-driven polarimetric imaging technologies
based on a wide range of practical applications. The widespread international research and …

Polarization image fusion with self-learned fusion strategy

J Zhang, J Shao, J Chen, D Yang, B Liang - Pattern Recognition, 2021 - Elsevier
Polarization image fusion aims to integrate intensity and degree of linear polarization
images into one with more details, which is beneficial to improve the ability of targets …

Polarization image demosaicking using polarization channel difference prior

R Wu, Y Zhao, N Li, SG Kong - Optics Express, 2021 - opg.optica.org
This paper presents a simple, yet effective demosaicking technique using polarization
channel difference prior for polarization images captured by division of focal plane imaging …

High-performance polarization remote sensing with the modified U-net based deep-learning network

D Li, B Lin, X Wang, Z Guo - IEEE Transactions on Geoscience …, 2022 - ieeexplore.ieee.org
The existing scattering medium has a serious impact on the optical remote sensing. It is a
challenge and urgent problem to extract the original target's information influenced by …

Multi-polarization fusion generative adversarial networks for clear underwater imaging

X Ding, Y Wang, X Fu - Optics and Lasers in Engineering, 2022 - Elsevier
Polarization imaging has become a promising way for clear underwater vision, which
depends on the difference of polarization characteristics between backscattered light and …

Polarized image super-resolution via a deep convolutional neural network

H Hu, S Yang, X Li, Z Cheng, T Liu, J Zhai - Optics Express, 2023 - opg.optica.org
Reduced resolution of polarized images makes it difficult to distinguish detailed polarization
information and limits the ability to identify small targets and weak signals. A possible way to …