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[ascl:1906.012] Morpheus: Library to generate morphological semantic segmentation maps of astronomical images

Morpheus generates pixel level morphological classifications of astronomical sources by leveraging advances in deep learning to perform source detection, source segmentation, and morphological classification pixel-by-pixel via a semantic segmentation algorithm adopted from the field of computer vision. By utilizing morphological information about the flux of real astronomical sources during object detection, Morpheus shows resiliency to false positive identifications of sources.

Code site:
https://morpheus-project.github.io/morpheus/ https://github.com/morpheus-project/morpheus https://pypi.org/project/morpheus-astro/
Described in:
https://ui.adsabs.harvard.edu/abs/2019arXiv190611248H
Bibcode:
2019ascl.soft06012H

Views: 445

ascl:1906.012
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