Awesome Remote Sensing Image Super-Resolution

A curated list of articles and codes related to remote sensing image super-resolution.

Table of Contents

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• Deep Learning for Remote Sensing Images
• Traditional Methods for Remote Sensing Images
• Databases
• Survey

Deep Learning for Remote Sensing Images

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2020

1. [TGARS20] Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks. [Paper]

2. [TGARS20] Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network. [Paper]

3. [TGARS20] Coupled Adversarial Training for Remote Sensing Image Super-Resolution. [Paper]

4. [TGARS20] Nonpairwise-Trained Cycle Convolutional Neural Network for Single Remote Sensing Image Super-Resolution. [Paper]

5. [TGARS20] Improving the Spatial Resolution of Landsat TM/ETM+ Through Fusion With SPOT5 Images via Learning-Based Super-Resolution. [Paper]

6. [TGARS20] Satellite Video Super-Resolution Based on Adaptively Spatiotemporal Neighbors and Nonlocal Similarity Regularization. [Paper]

7. [RemoteSens20] Improved SRGAN for Remote Sensing Image Super-Resolution Across Locations and Sensors. [[Paper]]

2019

1. [TGARS19] Super-Resolution of Single Remote Sensing Image Based on Residual Dense Backprojection Networks. [Paper]

Traditional Methods for Remote Sensing Images

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2019

2. [RemoteSens19] Improving Remote Sensing Image Super-Resolution Mapping Based on the Spatial Attraction Model by Utilizing the Pansharpening Technique. [[Paper]]

2018

1. [TGARS18] Adaptive Super-Resolution for Remote Sensing Images Based on Sparse Representation With Global Joint Dictionary Model. [Paper]

Others

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Databases

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1. UC Merced dataset offical
2. AID dataset offical
3. USC_SIPI image database offical
4. NWPU VHR-10 dataset baidu
5. NWPU-RESISC45 dataset baidu

Survey

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Related Links

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