Pansharpening of PRISMA Products for Archaeological Prospection
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing SymposiumHyperspectral data recorded from satellite platforms are often ill-suited for geo-archaeological prospection due to low spatial resolution. The established potential of hyperspectral data from airborne sensors in identifying archaeological features has, on the other side, generated increased interest in enhancing hyperspectral data to achieve higher ...
Sech, Gregory +4 more
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A spectral preserved model based on spectral contribution and dependence with detail injection for pansharpening. [PDF]
Sci Rep, 2023 Wu L, Jiang X, Peng J, Wu G, Xiong X.
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International Journal of Digital EarthDeep learning (DL) has achieved advanced results in pansharpening remote sensing images. However, existing DL-based methods still have several drawbacks, such as incomplete feature extraction and insufficient information fusion.
Hengyou Wang +4 more
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Pansharpening Model of Transferable Remote Sensing Images Based on Feature Fusion and Attention Modules. [PDF]
Sensors (Basel), 2023 Liu H, Deng L, Dou Y, Zhong X, Qian Y.
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Cross-Modal Information Aggregation Network With Feature Enhancement for Pansharpening
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingPansharpening is a vital process that aims to obtain high-resolution multispectral (HRMS) images by fusing panchromatic (PAN) and low-resolution multispectral images. With the advancement of deep learning (DL), data-driven pansharpening methods have been
Lihua Jian +3 more
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Sparsity based pansharpening and a new pansharpening method using a guiding image
, 2020 This thesis aims at enhancing spatial resolution quality of multispectral and hyperspectral remote sensing satellite images by utilizing a registered panchromatic image of the same scene. This technique is called as `Pansharpening` in the literature.High spectral resolution images with high spatial details have wide applications in precision ...
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Progressive Reconstruction Network With Adaptive Frequency Adjustment for Pansharpening
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingPansharpening aims to reconstruct the high-resolution multispectral (HR-MS) image by fusing the low-resolution multispectral (LR-MS) image and the panchromatic (PAN) images.
Xin Zhao +6 more
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Super Resolution Infrared Thermal Imaging Using Pansharpening Algorithms: Quantitative Assessment and Application to UAV Thermal Imaging. [PDF]
Sensors (Basel), 2021 Raimundo J +3 more
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Multispectral and hyperspectral pansharpening: a critical examination and new developments
, 2014 2012 ...
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IEEE Transactions on Image ProcessingFusion of a panchromatic (PAN) image and corresponding multispectral (MS) image is also known as pansharpening, which aims to combine abundant spatial details of PAN and spectral information of MS images.
Yinghui Xing +5 more
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