[HTML][HTML] Polarimetric imaging via deep learning: A review
Polarization can provide information largely uncorrelated with the spectrum and intensity.
Therefore, polarimetric imaging (PI) techniques have significant advantages in many fields …
Therefore, polarimetric imaging (PI) techniques have significant advantages in many fields …
Monochrome and color polarization demosaicking using edge-aware residual interpolation
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 images in one shot. Since the polarimeter consists of an image sensor …
Demosaicking DoFP images using Newton's polynomial interpolation and polarization difference model
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 …
as nanofabrication technologies become mature. For real-time polarization imaging, a DoFP …
Polarimetric underwater image recovery via deep learning
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 …
object radiance in clear water from the obtained polarimetric information in turbid water is …
[PDF][PDF] Data-driven polarimetric imaging: a review
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 …
based on a wide range of practical applications. The widespread international research and …
Polarization image fusion with self-learned fusion strategy
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 …
images into one with more details, which is beneficial to improve the ability of targets …
Polarization image demosaicking using polarization channel difference prior
This paper presents a simple, yet effective demosaicking technique using polarization
channel difference prior for polarization images captured by division of focal plane imaging …
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 …
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 …
depends on the difference of polarization characteristics between backscattered light and …
Polarized image super-resolution via a deep convolutional neural network
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 …
information and limits the ability to identify small targets and weak signals. A possible way to …