Fig. 7

Download original image
Project workflow: 13 000 star observations were simulated with the WaveDiff PSF simulator. Each star observation is located at a particular FOV position (ui, vi), has a random noise level S /N and belongs to a spectral class Ci. 10000 stars are directly used for training the pixel-only classification models, and 1000 stars to test them. 2000 stars are used to optimise the approximate PSF models required to calculate similarity features. The quality of the PSF models is evaluated with the 1000 test stars. Once the train and test similarity features have been computed, the PSF-aware stellar classifier is trained with 10 000 stars and tested with 1000 stars.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.