Automation of finding strong gravitational lenses in the Kilo Degree Survey with U-DenseLens (DenseLens + Segmentation)

Keyphrases

• Information Content 100%
• Gravitational Lens 100%
• Lens Detection 66%
• Selection Strategy 33%
• Large-scale Survey 33%
• Survey Data 33%
• Rank Order 33%
• Tree-based 33%
• False Positive Rate 33%
• Detection Method 33%
• Decision Tree 33%
• Euclid 33%
• Number of pixels 33%
• Classification Score 33%
• Strong Lensing 33%
• Segmentation Algorithm 33%
• Imbalanced Data 33%
• Classification Probability 33%
• Segmentation Threshold 33%
• U-Net 33%
• Mean Parameter 33%
• Machine Learning pipelines 33%

Computer Science

• Information Content 100%
• Selection Process 33%
• False Positive 33%
• Detection Process 33%
• segmentation algorithm 33%
• False Positive Rate 33%
• U-Net 33%
• Machine Learning 33%
• Learning System 33%
• Decision Tree 33%

Engineering

• Information Content 100%
• Metrics 66%
• Selection Process 33%
• Euclid 33%
• Detection Process 33%
• Learning System 33%