LFDT-Fusion: a latent feature-guided diffusion Transformer model for general image fusion

B Yang, Z Jiang, D Pan, H Yu, G Gui, W Gui - Information Fusion, 2025 - Elsevier
For image fusion tasks, it is inefficient for the diffusion model to iterate multiple times on the
original resolution image for feature map**. To address this issue, this paper proposes an …

Pandora: Polarization-aided neural decomposition of radiance

A Dave, Y Zhao, A Veeraraghavan - European Conference on Computer …, 2022 - Springer
Reconstructing an object's geometry and appearance from multiple images, also known as
inverse rendering, is a fundamental problem in computer graphics and vision. Inverse …

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 …

Semantic-guided polarization image fusion method based on a dual-discriminator GAN

J Liu, J Duan, Y Hao, G Chen, H Zhang - Optics Express, 2022 - opg.optica.org
Polarization image fusion is the process of fusing an intensity image and a polarization
parameter image solved by Stokes vector into a more detailed image. Conventional …

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 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 …

Polarimetric multi-view inverse rendering

J Zhao, Y Monno, M Okutomi - IEEE Transactions on Pattern …, 2022 - ieeexplore.ieee.org
A polarization camera has great potential for 3D reconstruction since the angle of
polarization (AoP) and the degree of polarization (DoP) of reflected light are related to an …

Attention-guided polarization image fusion using salient information distribution

H Xu, Y Sun, X Mei, X Tian, J Ma - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Polarization image fusion aims to integrate the polarization information and intensity images.
Existing methods ignore the modal variance and salient information differences between …

Color polarization demosaicking by a convolutional neural network

Y Sun, J Zhang, R Liang - Optics Letters, 2021 - opg.optica.org
To address color polarization demosaicking problems in polarization imaging with a color
polarization camera, we propose a color polarization demosaicking convolutional neural …

PODB: A learning-based polarimetric object detection benchmark for road scenes in adverse weather conditions

Z Zhu, X Li, J Zhai, H Hu - Information Fusion, 2024 - Elsevier
Due to its insensitivity to light intensity and the capability to capture multidimensional
information, polarimetric imaging technology has been proven to have advantages over …