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Imaging through unknown scattering media based on physics-informed learning
Imaging through scattering media is one of the hotspots in the optical field, and impressive
results have been demonstrated via deep learning (DL). However, most of the DL …
results have been demonstrated via deep learning (DL). However, most of the DL …
Unsupervised underwater imaging based on polarization and binocular depth estimation
Scattering caused by suspended particles in the water severely reduces the radiance of the
scene. This paper proposes an unsupervised underwater restoration method based on …
scene. This paper proposes an unsupervised underwater restoration method based on …
Prior-free imaging unknown target through unknown scattering medium
Imaging through scattering medium based on deep learning has been extensively studied.
However, existing methods mainly utilize paired data-prior and lack physical-process fusion …
However, existing methods mainly utilize paired data-prior and lack physical-process fusion …
Efficient color imaging through unknown opaque scattering layers via physics-aware learning
Color imaging with scattered light is crucial to many practical applications and becomes one
of the focuses in optical imaging fields. More physics theories have been introduced in the …
of the focuses in optical imaging fields. More physics theories have been introduced in the …
[HTML][HTML] Imaging consecutive targets through scattering medium and around corners beyond the optical memory effect using untrained network
Limited by the existence of the optical Memory Effect (ME), the speckle correlation technique
can only restore the target in a small angle of Field of View (FOV). In this paper, a method …
can only restore the target in a small angle of Field of View (FOV). In this paper, a method …
[HTML][HTML] Learning to image and track moving objects through scattering media via speckle difference
K Ma, X Wang, S He, X Zhang, Y Zhang - Optics & Laser Technology, 2023 - Elsevier
The imaging and tracking of moving objects through scattering media is a challenge due to
the serious degradation of optical information. However, the reconstruction fidelity for non …
the serious degradation of optical information. However, the reconstruction fidelity for non …
Displacement-sensible imaging through unknown scattering media via physics-aware learning
Imaging through unstable scattering scenes is a challenging task and the focus of attention.
More computational techniques and optimization methods have been introduced in objects …
More computational techniques and optimization methods have been introduced in objects …
High-throughput imaging through dynamic scattering media based on speckle de-blurring
Effectively imaging through dynamic scattering media is of great importance and challenge.
Some imaging methods based on physical or learning models have been designed for …
Some imaging methods based on physical or learning models have been designed for …
Application and influencing factors analysis of Pix2pix network in scattering imaging
The imaging accuracy of deep learning-based scattering imaging techniques depends
largely on the network structure and the speckle data quality. Up to now, many schemes …
largely on the network structure and the speckle data quality. Up to now, many schemes …
Deep speckle reassignment: towards bootstrapped imaging in complex scattering states with limited speckle grains
Optical imaging through scattering media is a practical challenge with crucial applications in
many fields. Many computational imaging methods have been designed for object …
many fields. Many computational imaging methods have been designed for object …