Galaxy morphology auto classification

• This page lists galaxy morphology auto classification projects for future CSST image survey

projects

• Classification in parameter space (e.g. parameters from Sextractor)
• Classification on images, CNN like technic

• Morphology of Alfalfa galaxies

• Pixel-based deep learning technic
• Special objects from auto-classification

datasets

• galaxy zoo [1]

tools

• Morpheus [2]

references

1. Deep learning for galaxy surface brightness profile fitting, MNRAS, Volume 475, Issue 1, March 2018 [3]

links

• THE COSMOSTATISTICS INITIATIVE [4]