MaLeFiSenta: Machine Learning for FilamentS Identification and Orientation in the ISM

Keyphrases

• Machine Learning 100%
• ISM 100%
• Parametrization 100%
• Sampling Methods 50%
• Interstellar Medium 50%
• Astronomy 50%
• Space Telescope 50%
• Planck 50%
• Herschel 50%
• Neural Network Model 50%
• Atomic Hydrogen 50%
• Training Samples 50%
• Orientation Angle 50%
• Best Model 50%
• Neural Network Training 50%
• U-Net 50%
• All-sky Survey 50%
• Hough Transform 50%
• User-dependent 50%
• Identification Algorithm 50%
• Mask R-CNN 50%
• Neural Network Method 50%
• Limited Training Samples 50%

INIS

• machine learning 100%
• orientation 100%
• filaments 100%
• maps 42%
• neural networks 42%
• algorithms 28%
• surveys 14%
• data 14%
• space 14%
• output 14%
• architecture 14%
• telescopes 14%
• astronomy 14%
• tuning 14%
• sky 14%
• hydrogen 14%
• masks 14%
• rolling 14%

Physics

• Machine Learning 100%
• Neural Network 100%
• Space Telescope 33%
• Interstellar Matter 33%
• Convolutional Neural Network 33%
• Sky Surveys 33%
• Astronomical Map 33%
• Space Research 33%
• Atomic Hydrogen 33%