Astrophysics Division Galaxy Segmentation Benchmark Dataset

Description

Pan-STARSS imaging data and associated labels for galaxy segmentation into galactic centers, galactic bars, spiral arms and foreground stars derived from citizen scientist labels from the Galaxy Zoo: 3D project.

Update Frequency

No updates

License

There are no restrictions on the use of this data.

Documentation

https://github.com/erinleeryan/nasa_astro_aiml/tree/main/galaxysegmentation

Managed By

See all datasets managed by NASA.

Contact

Roopesh.Ojha@nasa.gov

How to Cite

Astrophysics Division Galaxy Segmentation Benchmark Dataset was accessed on DATE from https://registry.opendata.aws/apd_galaxysegmentation.

Usage Examples

Publications

• Galaxy Zoo: 3D – crowdsourced bar, spiral, and foreground star masks for MaNGA target galaxies by Karen L Masters, Coleman Krawczyk, Shoaib Shamsi, Alexander Todd, Daniel Finnegan, Matthew Bershady, Kevin Bundy, Brian Cherinka, Amelia Fraser-McKelvie, Dhanesh Krishnarao, Sandor Kruk, Richard R Lane, David Law, Chris Lintott, Michael Merrifield, Brooke Simmons, Anne-Marie Weijmans, Renbin Yan
  
• Pan-STARRS Pixel Processing: Detrending, Warping, Stacking by C. Z. Waters, E. A. Magnier, P. A. Price, K. C. Chambers, W. S. Burgett, P. W. Draper, H. A. Flewelling, K. W. Hodapp, M. E. Huber, R. Jedicke, N. Kaiser, R.-P. Kudritzki, R. H. Lupton, N. Metcalfe, A. Rest, W. E. Sweeney, J. L. Tonry, R. J. Wainscoat, and W. M. Wood-Vase