Difference between revisions of "Galaxy morphology auto classification"
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(Created page with "*This page lists galaxy morphology auto classification projects for future CSST image survey :* :*") |
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*This page lists galaxy morphology auto classification projects for future CSST image survey | *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 [https://data.galaxyzoo.org/] | |||
==tools== | |||
*Morpheus [https://morpheus-project.github.io/morpheus/] | |||
==references== | |||
#Deep learning for galaxy surface brightness profile fitting, MNRAS, Volume 475, Issue 1, March 2018 [https://academic.oup.com/mnras/article/475/1/894/4725057] | |||
# | |||
==links== | |||
*THE COSMOSTATISTICS INITIATIVE [https://cosmostatistics-initiative.org/] | |||
Revision as of 05:01, 4 March 2021
- 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
- Deep learning for galaxy surface brightness profile fitting, MNRAS, Volume 475, Issue 1, March 2018 [3]
links
- THE COSMOSTATISTICS INITIATIVE [4]