# Cloud Removal from Satellite Images

arXiv: https://arxiv.org/abs/2112.15483 · HTML: https://mlsanity.com/paper/2112.15483/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 4 of its 8 references that are in the map.
- First posted on arXiv 23 Dec 2021.

## Builds on (most cited first, 4 of 4)

- [A Remote Sensing Image Dataset for Cloud Removal](https://mlsanity.com/paper/1901.00600/) (2019)
- [Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network](https://mlsanity.com/paper/2009.13015/) (2020)
- [Seeing Through Clouds in Satellite Images](https://mlsanity.com/paper/2106.08408/) (2021)
- [Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks](https://mlsanity.com/paper/1912.06838/) (2019)

## Abstract (arXiv)

In this report, we have analyzed available cloud detection technique using sentinel hub. We have also implemented spatial attention generative adversarial network and improved quality of generated image compared to previous solution [7].