[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 …
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 …
has facilitated bionic geolocation and navigation applications. It is a novel and promising …
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 …
Survey of demosaicking methods for polarization filter array images
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 …
and technology achievements defined the polarization Filter Array (PFA). It is dedicated to …
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 …
Learning a convolutional demosaicing network for microgrid polarimeter imagery
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 …
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
Birefringence, an inherent characteristic of optically anisotropic materials, is widely utilized
in various imaging applications ranging from material characterizations to clinical diagnosis …
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 …
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
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 …