edwin 0.2.0

Acknowledgements

The use of edwin software package should be explicitly acknowledged in publications in the following form:

1. an acknowledgment statement: “Some of the results in this paper have been derived using some of the edwin package algorithms From F. Orieux et al. published in citations.

2. at the first reference, a footnote placed in the main body of the paper referring to the edwin web site, currently http://bitbucket.org/forieux/edwin

The citations are mentioned in documentation, References section of this file and are available in bibtex file.

Info

• Author: François Orieux

• Contact: orieux at iap dot fr

• Project homepage: http://bitbucket.org/forieux/edwin

• Downloads page: https://bitbucket.org/forieux/edwin/downloads

Contents

improcessing.py

A module that implement the algorithm described in [2] for unsupervised myopic image deconvolution. However the myopic part is not actually available.

inversion.py

A module that implement the algorithm described in [1] and use in [3-4] and other papers. It’s implement an unsupervised general inverse problem algorithm estimation, based on MCMC algorithm.

sampling.py

Implementation of stochastic sampling algorithm, specially [1].

optim.py

A module that implement classical optimisation algorithm for use of other module. They are design for very large system resolution (dim > 1e6).

Requirements

This package depends on my free otb package (utility functions).

• Numpy version >= 1.4.1

• otb version >= 0.2.1

Installation

The pip version:

pip install edwin

If you have not pip, download the archive, decompress it and to install in your user path, run in a command line:

python setup.py install --user

or for the system path, run as root:

python setup.py install

Development

This package follow the Semantic Versionning convention http://semver.org/. To get the development version you can clone the mercurial repository available here http://bitbucket.org/forieux/edwin

The ongoing development depends on my research activity but is open. I try to fix bugs.

License

edwin is free software distributed under the MIT license, see LICENSE.txt

References

A bibtex file is provided in the archive.