[PDF][PDF] Data-driven polarimetric imaging: a review

K Yang, F Liu, S Liang, M **ang, P Han, J Liu… - Opto-Electronic …, 2024 - researching.cn
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 …

Efficient unified demosaicing for bayer and non-bayer patterned image sensors

H Lee, D Park, W Jeong, K Kim, H Je… - Proceedings of the …, 2023 - openaccess.thecvf.com
As the physical size of recent CMOS image sensors (CIS) gets smaller, the latest mobile
cameras are adopting unique non-Bayer color filter array (CFA) patterns (eg, Quad, Nona …

[HTML][HTML] Polarimetric Imaging for Robot Perception: A Review

C Taglione, C Mateo, C Stolz - Sensors, 2024 - mdpi.com
In recent years, the integration of polarimetric imaging into robotic perception systems has
increased significantly, driven by the accessibility of affordable polarimetric sensors. This …

Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation

N Li, B Wang, F Goudail, Y Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Denoising and demosaicking long-wave infrared (LWIR) division-of-focal-plane (DoFP)
polarization images are crucial for various vision applications. However, existing methods …

Sparse representation-based demosaicking method for joint chromatic and polarimetric imagery

Y Luo, J Zhang, D Tian - Optics and Lasers in Engineering, 2023 - Elsevier
Division of focal plane (DoFP) polarization camera has become mainstream among various
polarimetric imaging systems whose sensor is equipped with Bayer filter and directional …

Multi-scale Synergism Ensemble Progressive and Contrastive Investigation for Image Restoration

Z Jiang, S Yang, J Liu, X Fan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Image restoration refers to enhance the visibility of degraded images. Given the complex
and variable aspects of image degradation, current methods tend to sacrifice contextual …

Polarization image demosaicking based on homogeneity space

Y Lu, W Ren, Y Su, Z Zhang, J Zhang, J Tian - Optics and Lasers in …, 2024 - Elsevier
The advent of the micro-polarizer array allows focal plane sensors to capture polarized light
information, resulting in the acquisition of subsampled polarization intensity images. The …

DTDeMo: a deep learning-based two-stage image demosaicing model with interpolation and enhancement

J Hou, G Gendy, G Chen, L Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Image demosaicing is one of the most ubiquitous and performance-critical image processing
tasks. However, traditional demosaicing methods use fixed weights to finish the …

Demosaicking DoFP images using edge compensation method based on correlation

J **n, Z Li, S Wu, S Wang - Optics Express, 2023 - opg.optica.org
With the development of nanotechnology, the division of focal plane (DoFP) infrared
polarization imaging system with real-time imaging has matured. Meanwhile, the demand for …

A hybrid polarization image demosaicking algorithm based on inter-channel correlation

Y Lu, J Tian, Y Su, Y Luo, J Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Emerging monochrome and chromatic polarization filter array (MPFA and CPFA) cameras
require polarization demosaicking to obtain accurate polarization parameters. Polarization …