VIP: Vortex Image Processing pipeline for high-contrast direct imaging of exoplanets
Abstract
VIP (Vortex Image Processing pipeline) provides pre- and post-processing algorithms for high-contrast direct imaging of exoplanets. Written in Python, VIP provides a very flexible framework for data exploration and image processing and supports high-contrast imaging observational techniques, including angular, reference-star and multi-spectral differential imaging. Several post-processing algorithms for PSF subtraction based on principal component analysis are available as well as the LLSG (Local Low-rank plus Sparse plus Gaussian-noise decomposition) algorithm for angular differential imaging. VIP also implements the negative fake companion technique coupled with MCMC sampling for rigorous estimation of the flux and position of potential companions.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- March 2016
- Bibcode:
- 2016ascl.soft03003G
- Keywords:
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- Software