Weakly Supervised Segmentation of Buildings in Digital Elevation Models

Keyphrases

• Labeled Data 100%
• Unsupervised Learning 100%
• Digital Elevation Model 100%
• Deep Learning Model 100%
• Intersection over Union 100%
• Weakly Supervised Segmentation 100%
• Existing Data 50%
• Data Quality 50%
• Learning Process 50%
• Slope Profile 50%
• Model Prediction 50%
• Strategies to Overcome 50%
• Training Data 50%
• Quality Model 50%
• Slope Aspect 50%
• Elevation Data 50%
• Slope Curvature 50%
• Machine Learning Models 50%
• Quality Label 50%
• Microsoft 50%
• Weak Learning 50%
• Training Machine 50%
• Profile Curvature 50%
• High-resolution Digital Elevation Models 50%
• U-Net 50%
• Building Footprint 50%
• Supervision Learning 50%
• Microsoft Building Footprints 50%
• Coarse Data 50%
• Inaccurate Data 50%

Computer Science

• Deep Learning Model 100%
• Machine Learning 50%
• Open Access 50%
• Learning Process 50%
• Training Data 50%
• Model Prediction 50%
• Supervised Learning 50%
• Existing Label 50%
• Elevation Data 50%
• U-Net 50%

Engineering

• Digital Elevation Model 100%
• Deep Learning 100%
• High Resolution 50%
• Quality Data 50%
• Model Prediction 50%
• Microsoft Access 50%