Detail-preserving pansharpening through high-frequency information injection
Pansharpening, a super-resolution imaging technique, involves the fusion of high-resolution panchromatic images with lower-resolution multispectral images to generate a high-resolution pansharpened image.
ÇİVİCİOĞLU BEŞDOK, PINAR +2 more
core +1 more source
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.
europepmc +1 more source
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
doaj +1 more source
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.
europepmc +1 more source
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
doaj +1 more source
DSConv: Dynamic Splitting Convolution for Pansharpening
CoRRThe content of the paper is not yet fully developed, and the proposed approach requires further optimization. Additionally, the experimental results are incomplete and need to be supplemented.
Liu, Xuanyu, An, Bonan
openaire +3 more sources
Super Resolution Infrared Thermal Imaging Using Pansharpening Algorithms: Quantitative Assessment and Application to UAV Thermal Imaging. [PDF]
Sensors (Basel), 2021 Raimundo J +3 more
europepmc +1 more source
Hybrid GSA-CNN Method for Hyperspectral Pansharpening
This work proposes a hybrid approach to address the pansharpening of hyperspectral images, which mixes the use of a recently proposed CNN-based solution and a classical solution such as the Gram Schmidt Adaptive method (GSA).
Scarpa G. +4 more
core +1 more source
Zero-shot semi-supervised learning for pansharpening
Pansharpening refers to fusing a low-resolution multispectral image (LRMS) and a high-resolution panchromatic (PAN) image to generate a high-resolution multispectral image (HRMS).
Gemine Vivone +9 more
core +1 more source
ArqPy: A Python Toolbox for Remote Sensing Image Preprocessing and AI-Assisted Interpretation of Derived Products for Archaeological Prospection. [PDF]
Sensors (Basel)Iranzo C +3 more
europepmc +1 more source