[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 …

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

K Yang, F Liu, S Liang, M **ang, 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 …

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 …

Polarization image demosaicing and RGB image enhancement for a color polarization sparse focal plane array

J Liu, J Duan, Y Hao, G Chen, H Zhang, Y Zheng - Optics Express, 2023 - opg.optica.org
The color division of focal plane (DoFP) polarization sensor structure mostly uses Bayer filter
and polarization filter superimposed on each other, which makes the polarization 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 …

Polarization guided specular reflection separation

S Wen, Y Zheng, F Lu - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
Since specular reflection often exists in the real captured images and causes deviation
between the recorded color and intrinsic color, specular reflection separation can bring …

IPLNet: a neural network for intensity-polarization imaging in low light

H Hu, Y Lin, X Li, P Qi, T Liu - Optics Letters, 2020 - opg.optica.org
Imaging in low light is significant but challenging in many applications. Adding the
polarization information into the imaging system compromises the drawbacks of the …

High-performance polarization imaging reconstruction in scattering system under natural light conditions with an improved U-Net

B Lin, X Fan, D Li, Z Guo - Photonics, 2023 - mdpi.com
Imaging through scattering media faces great challenges. Object information will be
seriously degraded by scattering media, and the final imaging quality will be poor. In order to …

Learning a non-locally regularized convolutional sparse representation for joint chromatic and polarimetric demosaicking

Y Luo, J Zhang, J Shao, J Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Division of focal plane color polarization camera becomes the mainstream in polarimetric
imaging for it directly captures color polarization mosaic image by one snapshot, so image …

ColorPolarNet: Residual dense network-based chromatic intensity-polarization imaging in low-light environment

X Xu, M Wan, J Ge, H Chen, X Zhu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Polarization imaging provides more dimensional information than traditional intensity
imaging and has been widely used in both military and civil areas, such as battlefield …