1. PySAP: Python Sparse Data Analysis Package for Multidisciplinary Image Processing
- Author
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Farrens, S., Grigis, A., Gueddari, L. El, Ramzi, Z., R., Chaithya G., Starck, S., Sarthou, B., Cherkaoui, H., Ciuciu, P., Starck, J. -L., Farrens, S., Grigis, A., Gueddari, L. El, Ramzi, Z., R., Chaithya G., Starck, S., Sarthou, B., Cherkaoui, H., Ciuciu, P., and Starck, J. -L. more...
- Abstract
We present the open-source image processing software package PySAP (Python Sparse data Analysis Package) developed for the COmpressed Sensing for Magnetic resonance Imaging and Cosmology (COSMIC) project. This package provides a set of flexible tools that can be applied to a variety of compressed sensing and image reconstruction problems in various research domains. In particular, PySAP offers fast wavelet transforms and a range of integrated optimisation algorithms. In this paper we present the features available in PySAP and provide practical demonstrations on astrophysical and magnetic resonance imaging data., Comment: https://python-pysap.readthedocs.io more...
- Published
- 2019
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