Star-galaxy classification using deep convolutional neural networks

Keyphrases

• Galaxy Classification 100%
• Deep Convolutional Neural Network (deep CNN) 100%
• Feature Extraction 33%
• Pixel Value 33%
• Classification Framework 33%
• Machine Learning Techniques 33%
• Feature Selection 33%
• Machine Learning 33%
• Galaxies 33%
• Sloan Digital Sky Survey 33%
• Lensing 33%
• Photometric Surveys 33%
• Large Synoptic Survey Telescope 33%
• Deep Learning 33%
• Dark Energy Survey 33%
• Canada-France-Hawaii Telescope 33%
• Human Expert 33%
• Convolutional Neural Network 33%
• Deep Neural Network 33%
• Traditional Machine Learning 33%
• Summary Information 33%
• Feature Engineering 33%
• Manual Features 33%
• Probabilistic Classification 33%

Computer Science

• Deep Convolutional Neural Networks 100%
• Machine Learning 33%
• Feature Extraction 33%
• Feature Selection 33%
• Machine Learning Technique 33%
• Deep Learning 33%
• Large Synoptic Survey Telescope 33%
• Classification Framework 33%
• Convolutional Neural Network 33%
• Deep Neural Network 33%
• Summary Information 33%

Physics

• Galaxy Classification Systems 100%
• Convolutional Neural Network 100%
• Machine Learning 50%
• Neural Network 25%
• Sky Surveys 25%
• Deep Learning 25%