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[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 …
[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 …
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 …
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 …
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 …
challenge and urgent problem to extract the original target's information influenced by …
Polarization guided specular reflection separation
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 …
between the recorded color and intrinsic color, specular reflection separation can bring …
IPLNet: a neural network for intensity-polarization imaging in low light
Imaging in low light is significant but challenging in many applications. Adding the
polarization information into the imaging system compromises the drawbacks of 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 …
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
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 …
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 …
imaging and has been widely used in both military and civil areas, such as battlefield …