Difference between revisions of "Galaxy morphology auto classification"
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m (Shen moved page Morphology auto classification to Galaxy morphology auto classification) |
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* Pixel-based deep learning technic | * Pixel-based deep learning technic | ||
* Special objects from auto-classification | * Special objects from auto-classification | ||
==Seminors== | |||
* Apr. 1/2021 | |||
==datasets== | ==datasets== | ||
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==tools== | ==tools== | ||
*Morpheus [https://morpheus-project.github.io/morpheus/] | *Morpheus [https://morpheus-project.github.io/morpheus/] | ||
==references== | ==references== |
Revision as of 05:53, 4 March 2021
- This page makes collections for galaxy morphology auto classification project of CSST image survey
projects
- Classification in parameter space (e.g. parameters from Sextractor)
- Classification on images, CNN like technic
- Pixel-based deep learning technic
- Special objects from auto-classification
Seminors
- Apr. 1/2021
datasets
tools
- Morpheus [3]
references
- Deep learning for galaxy surface brightness profile fitting, MNRAS, Volume 475, Issue 1, March 2018 [4]
- The weirdest SDSS galaxies: results from an outlier detection algorithm, 2017,MNRAS,465,4530B, [5]
- Shadows in the Dark: Low-surface-brightness Galaxies Discovered in the Dark Energy Survey,2021,ApJS,252,18T,[6]
- Dwarfs from the Dark (Energy Survey): a machine learning approach to classify dwarf galaxies from multi-band image, arXiv:2102.12776,[7]
links
- THE COSMOSTATISTICS INITIATIVE [8]