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10/02/2020
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors
In recent years, deep learning techniques (e.g., U-Net, DeepLab) have ac...
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08/25/2020
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy
Given a 3D surface defined by an elevation function on a 2D grid as well...
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08/25/2020
A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods
Flood extent mapping plays a crucial role in disaster management and nat...
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05/24/2018