{ "info": { "author": "Tiago de Freitas Pereira, Ivana Chingovska", "author_email": "tiagofrepereira@gmail.com, ivana.chingovska@idiap.ch", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Framework :: Bob", "Intended Audience :: Science/Research", "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Natural Language :: English", "Programming Language :: Python", "Programming Language :: Python :: 3", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": ".. vim: set fileencoding=utf-8 :\n.. Manuel Guenther \n.. Fri Oct 31 14:18:57 CET 2014\n\n.. image:: http://img.shields.io/badge/docs-stable-yellow.png\n :target: http://pythonhosted.org/antispoofing.utils/index.html\n.. image:: http://img.shields.io/badge/docs-latest-orange.png\n :target: https://www.idiap.ch/software/bob/docs/latest/bioidiap/antispoofing.utils/master/index.html\n.. image:: https://travis-ci.org/bioidiap/antispoofing.utils.svg?branch=v2.0.7\n :target: https://travis-ci.org/bioidiap/antispoofing.utils\n.. image:: https://coveralls.io/repos/bioidiap/antispoofing.utils/badge.png\n :target: https://coveralls.io/r/bioidiap/antispoofing.utils\n.. image:: https://img.shields.io/badge/github-master-0000c0.png\n :target: https://github.com/bioidiap/antispoofing.utils/tree/master\n.. image:: http://img.shields.io/pypi/v/antispoofing.utils.png\n :target: https://pypi.python.org/pypi/antispoofing.utils\n.. image:: http://img.shields.io/pypi/dm/antispoofing.utils.png\n :target: https://pypi.python.org/pypi/antispoofing.utils\n\n===========================================================\n Utility package for Anti-Spoofing Countermeasures for Bob\n===========================================================\n\nThis package contains some utility functions to be used in anti-spoofing countermeasures codes.\nThe goal of this package is to centralize some functions in common.\nThis package contains:\n\n- LDA Machine\n- PCA Machine\n- Function to normalize parameters\n- Performance measure functions\n- Eyes localization function\n\nIf you use this package and/or its results, please cite the following publications::\n\n @inproceedings{Anjos_ACMMM_2012,\n author = {A. Anjos AND L. El Shafey AND R. Wallace AND M. G\\\"unther AND C. McCool AND S. Marcel},\n title = {Bob: a free signal processing and machine learning toolbox for researchers},\n year = {2012},\n month = oct,\n booktitle = {20th ACM Conference on Multimedia Systems (ACMMM), Nara, Japan},\n publisher = {ACM Press},\n }\n\n\nInstallation\n------------\nTo install this package -- alone or together with other `Packages of Bob `_ -- please read the `Installation Instructions `_.\nFor Bob_ to be able to work properly, some dependent packages are required to be installed.\nPlease make sure that you have read the `Dependencies `_ for your operating system.\n\nDocumentation\n-------------\nFor further documentation on this package, please read the `Stable Version `_ or the `Latest Version `_ of the documentation.\nFor a list of tutorials on this or the other packages ob Bob_, or information on submitting issues, asking questions and starting discussions, please visit its website.\n\n.. _bob: https://www.idiap.ch/software/bob", "description_content_type": null, "docs_url": 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