Deep Learning-Based Road Extraction From Historical Maps

Keyphrases

• Deep Learning Methods 100%
• Historical Maps 100%
• Road Extraction 100%
• UNet++ 100%
• Turkey 33%
• Transfer Learning 33%
• Spatiotemporal Analysis 33%
• Proposed Architecture 33%
• DeepLabv3+ 33%
• F1 Score 33%
• Overall Accuracy 33%
• Human Activities 33%
• Extraction Studies 33%
• Encoder 33%
• Road Type 33%
• Historical Events 33%
• Attention Network 33%
• Encoder Architecture 33%
• Squeeze-and-excitation Block 33%
• Transportation Condition 33%
• Historical Roads 33%
• Event Activity 33%
• Map Learning 33%
• Attention Net 33%
• Automatic Road Extraction 33%
• Score Value 33%
• Attention Model 33%
• Hyperparameter Setting 33%
• Split-attention 33%
• Output Weights 33%
• Multi-scale Attention 33%

Computer Science

• Transfer Learning 100%
• Attention (Machine Learning) 100%
• Historical Event 100%
• Deep Learning Method 100%
• Leaning Parameter 100%

Chemical Engineering

• Deep Learning Method 100%