Morpheus: A Deep Learning Framework for the Pixel-level Analysis of Astronomical Image Data

We present Morpheus, a new model for generating pixel-level morphological classifications of astronomical sources. Morpheus leverages advances in deep learning to perform source detection, source segmentation, and morphological classification pixel-by-pixel via a semantic segmentation algorithm adop...

Ausführliche Beschreibung