Metadata-Version: 1.1
Name: SparseEdges
Version: 0.3.1
Summary: SparseEdges: A bio-inspired sparse representation of edges in natural images.
Home-page: https://github.com/bicv/SparseEdges
Author: Laurent Perrinet INT - CNRS
Author-email: Laurent.Perrinet@univ-amu.fr
License: GPLv2
Download-URL: https://github.com/bicv/SparseEdges/tarball/0.3.1
Description: [![PyPI version](https://badge.fury.io/py/SparseEdges.svg)](https://badge.fury.io/py/SparseEdges)
        [![Research software impact](http://depsy.org/api/package/pypi/SparseEdges/badge.svg)](http://depsy.org/package/python/SparseEdges)
        
        What is the SparseEdges package?
        ================================
        
        Our goal here is to build practical algorithms of sparse coding for computer vision.
        
        This class exploits the [SLIP](https://pythonhosted.org/SLIP/) and [LogGabor](https://pythonhosted.org/LogGabor/) libraries to provide with a sparse representation of edges in images.
        
        This algorithm was presented in the following paper:
        
        ~~~~{.bibtex}
        @inbook{Perrinet15bicv,
            author = {Perrinet, Laurent U.},
            booktitle = {Biologically-inspired Computer Vision},
            chapter = {13},
            citeulike-article-id = {13566753},
            editor = {Keil, Matthias and Crist\'{o}bal, Gabriel and Perrinet, Laurent U.},
            keywords = {anr-trax, bicv-sparse},
            posted-at = {2015-03-31 14:21:35},
            priority = {2},
            publisher = {Wiley, New-York},
            title = {Sparse models},
            year = {2015}
        }
        ~~~~
        
        This package gives a python implementation.
        
        Moreover, it gives additional tools to compute useful stistics in images; first- and second order statistics of co-occurences in images.
        More information is available @ http://nbviewer.ipython.org/github/bicv/SparseEdges/blob/master/SparseEdges.ipynb
        Tests for the packages are available @ http://nbviewer.ipython.org/github/bicv/SparseEdges/blob/master/notebooks/test-SparseEdges.ipynb
        
Keywords: computational neuroscience,simulation,analysis,visualization,biologically-inspired,computer vision
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Environment :: Console
Classifier: License :: OSI Approved :: GNU General Public License (GPL)
Classifier: Operating System :: POSIX
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Utilities
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
