Cloud Removal from Satellite Images
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].
Code (0)
등록된 구현이 없습니다.
Tasks
Cloud DetectionCloud RemovalGenerative Adversarial NetworkSimilar Papers 제목 키워드 기반
MM811 Project Report: Cloud Detection and Removal in Satellite Images
For satellite images, the presence of clouds presents a problem as clouds obscure more than half to two-thirds of the ground information. This problem causes many issues for reliability in a noise-free environment to com…
Cloud DetectionCloud RemovalUnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
Clouds and haze often occlude optical satellite images, hindering continuous, dense monitoring of the Earth's surface. Although modern deep learning methods can implicitly learn to ignore such occlusions, explicit cloud …
Cloud RemovalImage ReconstructionTime SeriesUncertainty QuantificationMultimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud Removal
Deep learning has achieved some success in addressing the challenge of cloud removal in optical satellite images, by fusing with synthetic aperture radar (SAR) images. Recently, diffusion models have emerged as powerful …
Cloud RemovalImage RestorationCloud Removal in Satellite Images Using Spatiotemporal Generative Networks
Satellite images hold great promise for continuous environmental monitoring and earth observation. Occlusions cast by clouds, however, can severely limit coverage, making ground information extraction more difficult. Exi…
Cloud RemovalEarth ObservationImage GenerationLand Cover Classification+1Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation
Satellite images are often contaminated by clouds. Cloud removal has received much attention due to the wide range of satellite image applications. As the clouds thicken, the process of removing the clouds becomes more c…
Cloud RemovalSSIMTranslation