Training-based demosaicing

H Siddiqui, H Hwang - 2010 IEEE International Conference on …, 2010 - ieeexplore.ieee.org
… ) is called demosaicing. In this paper, we propose a novel training-based approach for computing
… Both subjective and objective evaluations show that the proposed demosaic algorithm …

A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging

P Li, O MacCormac, J Shapey… - arXiv preprint arXiv …, 2024 - arxiv.org
… proposed cycle-consistent adversarial training based on RGB reconstructions. Additionally,
… Graph and rank regularized matrix recovery for snapshot spectral image demosaicing. IEEE …

Pynet-q× q: An efficient pynet variant for q× q bayer pattern demosaicing in cmos image sensors

M Cho, H Lee, H Je, K Kim, D Ryu, A No - IEEE Access, 2023 - ieeexplore.ieee.org
… (or demosaicing) models focus primarily on standard Bayer CFAs. In this study, we present
PyNET-Q×Q, a lightweight demosaicingtraining based on teachers’ gradients. Liu et al. [54…

Image demosaicing using content and colour-correlation analysis

L Shao, AU Rehman - Signal processing, 2014 - Elsevier
… , a demosaicing strategy has to be applied. In this paper we propose a content adaptive
demosaicing … The proposed method aims to reconstruct a high quality demosaiced image from a …

ADMM-DSP: A deep spectral image prior for snapshot spectral image demosaicing

Y Chen, H Zhang, Y Wang, A Ying… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… In this article, we first formulate the multispectral demosaicing problem as a compressive
spectral imaging problem. Then, a novel deep spectral image prior is introduced as the …

Example based demosaicing

G Michael, N Kiryati - 2014 IEEE International Conference on …, 2014 - ieeexplore.ieee.org
… Most demosaicing algorithms can be broadly … demosaicing algorithms still tend to produce
artifacts at high-saturation edges. In this paper we propose a new approach to demosaicing - …

Jointly learning band selection and filter array design for hyperspectral imaging

K Li, D Dai, L Van Gool - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
demosaicing network Gd that outputs demosaiced images for all measured MS channels.
Those demosaicedTraining-based spectral reconstruction from a single rgb image. In ECCV, …

[PDF][PDF] Demosaicing höher dimensionaler Pixel-Muster von integrierten Multispektralkameras

T Stiebel, H Burrichter, D Merhof - lfb.rwth-aachen.de
… Der Schritt, die örtliche Auflösung der einzelnen Subpixel auf die ursprüngliche Auflösung
der Kamera wieder hochzurechnen, wird als Demosaicing bezeichnet und bildet bis heute ein …

Spectra estimation from raw camera responses based on adaptive local-weighted linear regression

J Liang, K Xiao, MR Pointer, X Wan, C Li - Optics express, 2019 - opg.optica.org
… Many training-based spectral estimation methods have been proposed in recent years [5–13…
the Bayer image demosaicing process. It should be noted that the demosaicing test in this …

Hyperspectral imaging from a raw mosaic image with end-to-end learning

H Fu, L Bian, X Cao, J Zhang - Optics Express, 2020 - opg.optica.org
… It saves the separate demosaicing process required by other … [18] proposed a training-based
method, which implements a … To obtain the full-resolution RGB images, demosaicing