3 papers
astro-ph.IM2022
FitsMap: A Simple, Lightweight Tool For Displaying Interactive Astronomical Image and Catalog Data
Ryan Hausen, Brant Robertson
The visual inspection of image and catalog data continues to be a valuable aspect of astronomical data analysis. As the scale of astronomical image and catalog data continues to gr…
astro-ph.IM2022
Partial-Attribution Instance Segmentation for Astronomical Source Detection and Deblending
Ryan Hausen, Brant Robertson
Astronomical source deblending is the process of separating the contribution of individual stars or galaxies (sources) to an image comprised of multiple, possibly overlapping sourc…
astro-ph.GA2019
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data
Ryan Hausen, Brant Robertson
We present Morpheus, a new model for generating pixel-level morphological classifications of astronomical sources. Morpheus leverages advances in deep learning to perform source de…