[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 …

Polarimetry for bionic geolocation and navigation applications: a review

Q Li, L Dong, Y Hu, Q Hao, W Wang, J Cao, Y Cheng - Remote Sensing, 2023 - mdpi.com
Polarimetry, which seeks to measure the vectorial information of light modulated by objects,
has facilitated bionic geolocation and navigation applications. It is a novel and promising …

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 …

Survey of demosaicking methods for polarization filter array images

S Mihoubi, PJ Lapray, L Bigué - Sensors, 2018 - mdpi.com
Snapshot polarization imaging has gained interest in the last few decades. Recent research
and technology achievements defined the polarization Filter Array (PFA). It is dedicated to …

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 …

Learning a convolutional demosaicing network for microgrid polarimeter imagery

J Zhang, J Shao, H Luo, X Zhang, B Hui, Z Chang… - Optics letters, 2018 - opg.optica.org
We propose a polarization demosaicing convolutional neural network to address the image
demosaicing issue, the last unsolved issue in microgrid polarimeters. This network learns an …

Ptychographic lens-less birefringence microscopy using a mask-modulated polarization image sensor

J Kim, S Song, H Kim, B Kim, M Park, SJ Oh, D Kim… - Scientific reports, 2023 - nature.com
Birefringence, an inherent characteristic of optically anisotropic materials, is widely utilized
in various imaging applications ranging from material characterizations to clinical diagnosis …

[HTML][HTML] Automatic classification of esophageal lesions in endoscopic images using a convolutional neural network

G Liu, J Hua, Z Wu, T Meng, M Sun… - Annals of …, 2020 - ncbi.nlm.nih.gov
Background Using deep learning techniques in image analysis is a dynamically emerging
field. This study aims to use a convolutional neural network (CNN), a deep learning …

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 …