CloudSEN12 - a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2 数据引证: Aybar, C. et al. CloudSEN12 - a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2.Science Data Bankhttps://doi.org/10.57760/sciencedb.06669(2022). 论...
Exploiting the analysis-ready data offered by the Copernicus program, we created CloudSEN12, a new multi-temporal global dataset to foster research in cloud and cloud shadow detection. CloudSEN12 has 49,400 image patches, including (1) Sentinel-2 level-1C and level-2A multi-spectral data, ...
CloudSEN12 is aLARGEdataset (~1 TB) for cloud semantic understanding comprising of49,400image patches (IP) that are evenly spread throughout all continents except Antarctica. Each IP has an average size of 5090 x 5090 meters and contains data from Sentinel-2 optical levels 1C and 2A, Senti...
CloudSEN12: A Benchmark Dataset for Cloud Semantic Understanding 你可以在这里阅读论文的预印本 CloudSEN12 - a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2 数据引证: Aybar, C. et al. CloudSEN12 - a global dataset for semantic understanding of cloud and clo...
their quality control process is not always properly described and their development remains somehow unclear. Additionally, there is a lack of consensus on manual annotation protocols and cloud semantic classes definition, which makes inter-dataset comparison problematic, particularly under pixels where clas...
Since the data is similar to the original data, we expect higher-level features in the ConvNet to be relevant to this dataset as well. Hence, the best idea might be to train a linear classifier on the CNN codes. Sign up for free to join this conversation on GitHub. Already have an ...
To address this issue, we have built CloudSEN12+, a significant expansion of the CloudSEN12 dataset. This new dataset doubles the expert-labeled annotations, making it the largest cloud and cloud shadow detection dataset for Sentinel-2 imagery up to date. We have carefully reviewed and refined...
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