A deep convolutional neural network that is trained to segment water on Landsat imagery.
We will soon release the next-generation of DeepWaterMap here. Until then, you can find the earlier version at: http://live.ece.utexas.edu/research/deepwatermap/
- L.F. Isikdogan, A.C. Bovik, and P. Passalacqua, "Seeing Through the Clouds with DeepWaterMap," IEEE Geoscience and Remote Sensing Letters, in review.
- F. Isikdogan, A.C. Bovik, and P. Passalacqua, "Surface Water Mapping by Deep Learning," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017. [Read at IEEExplore], [PDF]