Abstract
Optical telescopes capture images of large areas of the sky in multiple bands. From these signals, the aim is to recognize what each of the observed objects is. Initial approaches used measurements extracted by traditional image and signal processing methods to perform the classification. More modern approaches use neural networks and process the images directly. Due to the number of obje…