Research graph
References from AdaGeo-SR: Geo-semantic-guided super-resolution of sentinel-2 imagery with AlphaEarth foundation priors. Local targets link to admitted publications; unresolved targets remain external evidence.
SEN2NAIP: A large-scale dataset for sentinel-2 image super-resolution
10.1038/s41597-024-04214-y · 2024 · External reference
A comprehensive benchmark for optical remote sensing image super-resolution
10.1109/lgrs.2024.3401394 · 2024 · External reference
SatlasPretrain: A large-scale dataset for remote sensing image understanding
2023 · External reference
The perception-distortion tradeoff
2018 · External reference
Unresolved reference
2025 · External reference
SeG-SR: Integrating semantic knowledge into remote sensing image super-resolution via vision-language model
2025 · External reference
Open high-resolution satellite imagery: The WorldStrat dataset – with application to super-resolution
2022 · External reference
SR4rs: A tool for super resolution of remote sensing images
10.5334/jors.369 · 2022 · External reference
Image super-resolution using deep convolutional networks
10.1109/tpami.2015.2439281 · 2016 · External reference
Real-world remote sensing image super-resolution via a practical degradation model and a kernel-aware network
10.1016/j.isprsjprs.2022.07.010 · 2022 · External reference
Trustworthy super-resolution of multispectral sentinel-2 imagery with latent diffusion
10.1109/jstars.2025.3542220 · 2025 · External reference
Sentinel-2: ESA’s optical high-resolution mission for GMES operational services
10.1016/j.rse.2011.11.026 · 2012 · External reference
Application of artificial intelligence techniques to improve sentinel-3 spatial resolution
2023 · External reference
A multi-sensor framework for methane detection and flux estimation with scale-aware plume segmentation and uncertainty propagation from high-resolution spaceborne imaging spectrometers
10.3390/methane5010010 · 2026 · External reference
Deep internal learning for single SWIR satellite image super resolution
2024 · External reference
SFSR: Spectral fusion super-resolution for multisensor remote sensing with degraded references
10.1109/tgrs.2026.3658541 · 2026 · External reference
Remote sensing image superresolution using deep residual channel attention
10.1109/tgrs.2019.2924818 · 2019 · External reference
Segment anything model for road network graph extraction
2024 · External reference
HyDA-Net: A hybrid dense attention network for remote sensing multi-image super-resolution
10.1109/jstars.2025.3547785 · 2025 · External reference
Remote sensing image super-resolution via local-global details restoration and enhancement network
2025 · External reference
Accurate image super-resolution using very deep convolutional networks
2016 · External reference
Super-resolution of sentinel-2 images: Learning a globally applicable deep neural network
10.1016/j.isprsjprs.2018.09.018 · 2018 · External reference
Photo-realistic single image super-resolution using a generative adversarial network
2017 · External reference
MTSR-GAN: achieving 2.5 m resolution from 10 m sentinel-2 images with a novel super-resolution GAN framework
10.1080/01431161.2025.2518505 · 2025 · External reference
Enhanced deep residual networks for single image super-resolution
2017 · External reference
SDDT-SR: A scale-decoupling super-resolution network with domain transfer for heterogeneous images
10.1109/jstars.2024.3507104 · 2025 · External reference
Swin transformer: Hierarchical vision transformer using shifted windows
2021 · External reference
10.1007/978-3-030-11021-5_2
10.1007/978-3-030-11021-5_2 · External reference
AI-powered detection and classification of harmful algal blooms (HABs) using a Volterra convolutional neural network (VCNN) and advanced image processing techniques
10.1007/s42044-025-00381-2 · 2026 · External reference
Semantic reference matching and diffusion learning for intelligent super-resolution in visual information systems
10.4018/ijswis.402724 · 2026 · External reference
Design of on-chip coded high-resolution 2D imaging via 3D compressed sensing
10.1016/j.optlaseng.2023.107995 · 2024 · External reference
Hybrid deep learning models for remote sensing image processing
2025 · External reference
L1BSR: Exploiting detector overlap for self-supervised single-image super-resolution of sentinel-2 L1B imagery
2023 · External reference
On the role of alias and band-shift for sentinel-2 super-resolution
2023 · External reference
Sentinel-2 data for land cover/use mapping: A review
10.3390/rs12142291 · 2020 · External reference
Advancing image super-resolution techniques in remote sensing: A comprehensive survey
10.1016/j.isprsjprs.2025.10.024 · 2026 · External reference
Multi-spectral multi-image super-resolution of sentinel-2 with radiometric consistency losses and its effect on building delineation
10.1016/j.isprsjprs.2022.10.019 · 2023 · External reference
Unresolved reference
2025 · External reference
Super-resolution of sentinel-2 imagery using generative adversarial networks
10.3390/rs12152424 · 2020 · External reference
DiffFuSR: Super-resolution of all sentinel-2 multispectral bands using diffusion models
10.1109/tgrs.2025.3638896 · 2025 · External reference
The effects of super-resolution on object detection performance in satellite imagery
2019 · External reference
The first map of planted mangrove forests in China derived from time-series landsat and google satellite embeddings
10.1016/j.rse.2026.115541 · 2026 · External reference
High-resolution image reconstruction with latent diffusion models from human brain activity
2023 · External reference
S3-ESRGAN: Enhanced super-resolution generative adversarial network for remote sensing imagery spatial resolution improvement—An application using sentinel-2 and UAV images
10.1109/jstars.2025.3640940 · 2026 · External reference
Single-frame super resolution of remote-sensing images by convolutional neural networks
10.1080/01431161.2018.1425561 · 2018 · External reference
Optical image-to-image translation using denoising diffusion models: Heterogeneous change detection as a use case
2024 · External reference
Deep learning for image super-resolution: A survey
10.1109/tpami.2020.2982166 · 2021 · External reference
Semantic guided large scale factor remote sensing image super-resolution with generative diffusion prior
10.1016/j.isprsjprs.2024.12.001 · 2025 · External reference
Real-ESRGAN: Training real-world blind super-resolution with pure synthetic data
2021 · External reference
ESRGAN: Enhanced super-resolution generative adversarial networks
2019 · External reference
ESRGAN-based DEM super-resolution for enhanced slope deformation monitoring in lantau island of Hong Kong
10.5194/isprs-archives-xliii-b3-2020-351-2020 · 2020 · External reference
EDiffSR: An efficient diffusion probabilistic model for remote sensing image super-resolution
2024 · External reference
Road extraction from high-resolution remote sensing imagery using deep learning
10.3390/rs10091461 · 2018 · External reference
D-LinkNet: LinkNet with pretrained encoder and dilated convolution for high resolution satellite imagery road extraction
2018 · External reference
10.1007/978-3-030-11021-5_2
10.1007/978-3-030-11021-5_2 · ExternalCitation · doi-reference
AI-powered detection and classification of harmful algal blooms (HABs) using a Volterra convolutional neural network (VCNN) and advanced image processing techniques
10.1007/s42044-025-00381-2 · ExternalCitation · doi-reference
Super-resolution of sentinel-2 images: Learning a globally applicable deep neural network
10.1016/j.isprsjprs.2018.09.018 · ExternalCitation · doi-reference
Real-world remote sensing image super-resolution via a practical degradation model and a kernel-aware network
10.1016/j.isprsjprs.2022.07.010 · ExternalCitation · doi-reference
Multi-spectral multi-image super-resolution of sentinel-2 with radiometric consistency losses and its effect on building delineation
10.1016/j.isprsjprs.2022.10.019 · ExternalCitation · doi-reference
Semantic guided large scale factor remote sensing image super-resolution with generative diffusion prior
10.1016/j.isprsjprs.2024.12.001 · ExternalCitation · doi-reference
Advancing image super-resolution techniques in remote sensing: A comprehensive survey
10.1016/j.isprsjprs.2025.10.024 · ExternalCitation · doi-reference
Design of on-chip coded high-resolution 2D imaging via 3D compressed sensing
10.1016/j.optlaseng.2023.107995 · ExternalCitation · doi-reference
Sentinel-2: ESA’s optical high-resolution mission for GMES operational services
10.1016/j.rse.2011.11.026 · ExternalCitation · doi-reference
The first map of planted mangrove forests in China derived from time-series landsat and google satellite embeddings
10.1016/j.rse.2026.115541 · ExternalCitation · doi-reference
SEN2NAIP: A large-scale dataset for sentinel-2 image super-resolution
10.1038/s41597-024-04214-y · ExternalCitation · doi-reference
Single-frame super resolution of remote-sensing images by convolutional neural networks
10.1080/01431161.2018.1425561 · ExternalCitation · doi-reference
MTSR-GAN: achieving 2.5 m resolution from 10 m sentinel-2 images with a novel super-resolution GAN framework
10.1080/01431161.2025.2518505 · ExternalCitation · doi-reference
SDDT-SR: A scale-decoupling super-resolution network with domain transfer for heterogeneous images
10.1109/jstars.2024.3507104 · ExternalCitation · doi-reference
Trustworthy super-resolution of multispectral sentinel-2 imagery with latent diffusion
10.1109/jstars.2025.3542220 · ExternalCitation · doi-reference
HyDA-Net: A hybrid dense attention network for remote sensing multi-image super-resolution
10.1109/jstars.2025.3547785 · ExternalCitation · doi-reference
S3-ESRGAN: Enhanced super-resolution generative adversarial network for remote sensing imagery spatial resolution improvement—An application using sentinel-2 and UAV images
10.1109/jstars.2025.3640940 · ExternalCitation · doi-reference
A comprehensive benchmark for optical remote sensing image super-resolution
10.1109/lgrs.2024.3401394 · ExternalCitation · doi-reference
Remote sensing image superresolution using deep residual channel attention
10.1109/tgrs.2019.2924818 · ExternalCitation · doi-reference
DiffFuSR: Super-resolution of all sentinel-2 multispectral bands using diffusion models
10.1109/tgrs.2025.3638896 · ExternalCitation · doi-reference
SFSR: Spectral fusion super-resolution for multisensor remote sensing with degraded references
10.1109/tgrs.2026.3658541 · ExternalCitation · doi-reference
Image super-resolution using deep convolutional networks
10.1109/tpami.2015.2439281 · ExternalCitation · doi-reference
Deep learning for image super-resolution: A survey
10.1109/tpami.2020.2982166 · ExternalCitation · doi-reference
A multi-sensor framework for methane detection and flux estimation with scale-aware plume segmentation and uncertainty propagation from high-resolution spaceborne imaging spectrometers
10.3390/methane5010010 · ExternalCitation · doi-reference
Road extraction from high-resolution remote sensing imagery using deep learning
10.3390/rs10091461 · ExternalCitation · doi-reference
Sentinel-2 data for land cover/use mapping: A review
10.3390/rs12142291 · ExternalCitation · doi-reference
Super-resolution of sentinel-2 imagery using generative adversarial networks
10.3390/rs12152424 · ExternalCitation · doi-reference
Semantic reference matching and diffusion learning for intelligent super-resolution in visual information systems
10.4018/ijswis.402724 · ExternalCitation · doi-reference
ESRGAN-based DEM super-resolution for enhanced slope deformation monitoring in lantau island of Hong Kong
10.5194/isprs-archives-xliii-b3-2020-351-2020 · ExternalCitation · doi-reference
SR4rs: A tool for super resolution of remote sensing images
10.5334/jors.369 · ExternalCitation · doi-reference
