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Multisource and multitemporal data fusion in remote sensing: A comprehensive review of the state of the art
This article brings together the advances of multisource and multitemporal data fusion
approaches with respect to the various research communities and provides a thorough and …
approaches with respect to the various research communities and provides a thorough and …
Review of pixel-level remote sensing image fusion based on deep learning
Z Wang, Y Ma, Y Zhang - Information Fusion, 2023 - Elsevier
The booming development of remote sensing images in many visual tasks has led to an
increasing demand for obtaining images with more precise details. However, it is impractical …
increasing demand for obtaining images with more precise details. However, it is impractical …
[HTML][HTML] Spatiotemporal fusion of multisource remote sensing data: Literature survey, taxonomy, principles, applications, and future directions
Satellite time series with high spatial resolution is critical for monitoring land surface
dynamics in heterogeneous landscapes. Although remote sensing technologies have …
dynamics in heterogeneous landscapes. Although remote sensing technologies have …
[HTML][HTML] Optical remotely sensed time series data for land cover classification: A review
Accurate land cover information is required for science, monitoring, and reporting. Land
cover changes naturally over time, as well as a result of anthropogenic activities. Monitoring …
cover changes naturally over time, as well as a result of anthropogenic activities. Monitoring …
A flexible spatiotemporal method for fusing satellite images with different resolutions
Studies of land surface dynamics in heterogeneous landscapes often require remote
sensing data with high acquisition frequency and high spatial resolution. However, no single …
sensing data with high acquisition frequency and high spatial resolution. However, no single …
Domain adaptation for the classification of remote sensing data: An overview of recent advances
The success of the supervised classification of remotely sensed images acquired over large
geographical areas or at short time intervals strongly depends on the representativity of the …
geographical areas or at short time intervals strongly depends on the representativity of the …
Spatio-temporal fusion for daily Sentinel-2 images
Abstract Sentinel-2 and Sentinel-3 are two newly launched satellites for global monitoring.
The Sentinel-2 Multispectral Imager (MSI) and Sentinel-3 Ocean and Land Colour …
The Sentinel-2 Multispectral Imager (MSI) and Sentinel-3 Ocean and Land Colour …
A review of remote sensing image spatiotemporal fusion: Challenges, applications and recent trends
In remote sensing (RS), use of single optical sensors is frequently inadequate for practical
Earth observation applications (eg, agricultural, forest, ecology monitoring) due to trade-offs …
Earth observation applications (eg, agricultural, forest, ecology monitoring) due to trade-offs …
Enhanced wavelet based spatiotemporal fusion networks using cross-paired remote sensing images
Spatiotemporal fusion can provide remote sensing images with both high temporal and high
spatial resolution for earth observation applications. Most of the state-of-the-art models …
spatial resolution for earth observation applications. Most of the state-of-the-art models …
An integrated framework for the spatio–temporal–spectral fusion of remote sensing images
Remote sensing satellite sensors feature a tradeoff between the spatial, temporal, and
spectral resolutions. In this paper, we propose an integrated framework for the spatio …
spectral resolutions. In this paper, we propose an integrated framework for the spatio …