Morpheus: Library to generate morphological semantic segmentation maps of astronomical images

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Ada Coda
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Morpheus: Library to generate morphological semantic segmentation maps of astronomical images

Post by Ada Coda » Sun Jun 30, 2019 9:55 pm

Morpheus: Library to generate morphological semantic segmentation maps of astronomical images

Abstract: 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.

Credit: Hausen, Ryan; Robertson, Brant

Site: https://pypi.org/project/morpheus-astro/
https://ui.adsabs.harvard.edu/abs/2020ApJS..248...20H

Bibcode: 2019ascl.soft06012H

ID: ascl:1906.012
Last edited by Ada Coda on Fri Jul 31, 2020 5:02 pm, edited 1 time in total.
Reason: Updated code entry.

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