“Galaxy morphology auto classification”的版本间差异
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小 （Shen moved page Morphology auto classification to Galaxy morphology auto classification） |
无编辑摘要 |
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* Pixel-based deep learning technic |
* Pixel-based deep learning technic |
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* Special objects from auto-classification |
* Special objects from auto-classification |
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==Seminors== |
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* Apr. 1/2021 |
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==datasets== |
==datasets== |
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==tools== |
==tools== |
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*Morpheus [https://morpheus-project.github.io/morpheus/] |
*Morpheus [https://morpheus-project.github.io/morpheus/] |
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==references== |
==references== |
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2021年3月4日 (四) 05:53的版本
- 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]