{
    "info": {
        "author": "Nicolas Cedilnik",
        "author_email": "nicoco@nicoco.fr",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "======\npYezzi\n======\n\nCompute the thickness of a solid using Yezzi and Prince method described in\nthe article \"An Eulerian PDE Approach for Computing Tissue Thickness\", IEEE\nTRANSACTIONS ON MEDICAL IMAGING, VOL. 22, NO. 10, OCTOBER 2003. [#]_\n\nA C implementation by Rub\u00e9n C\u00e1rdenes [#]_ helped me a lot writing this,\nespecially the anisotropic part.\n\n.. [#] http://dx.doi.org/10.1109/tmi.2003.817775\n.. [#] http://www.dtic.upf.edu/~rcardenes/Ruben_Cardenes/Software.html\n\n\nRequirements\n============\n\nnumpy, cython, scikit-image. Tested with Debian Jessie and Fedora 27,\nminiconda-python 3.6, cython 0.24, numpy 1.11.2, scikit image 0.12.3\n\n\nInstallation instruction\n========================\n\nAvailable on pypi. [#]_\nUse pip: ``pip install pyezzi``\n\nAlternatively, clone the repository and build cython modules with\n``python setup.py build_ext --inplace``.\n\n.. [#]  https://pypi.python.org/pypi/pyezzi\n\nUsage\n=====\n\n.. code:: python\n\n    from pyezzi import compute_thickness\n    thickness = compute_thickness(labeled_image, debug=True)\n\n``labeled_image`` is a 3 dimensional numpy array where the wall is labeled 2\nand the interior is labeled 1.\n\nA ``spacing`` parameter specifying the spacing between voxels along the axes\ncan optionnaly be specified.\n\nCheck out the included jupyter notebooks in the ``example`` folder for more\ndetails.\n\nNote on thickness solver implementation\n***************************************\n\nThe ordered traversal method mentioned in the original publication can be used\nusing the ``yezzi_solver='ordered'`` keyword argument. However, we found that\nit introduces artifacts to the result. Also the implementation is in pure\npython so it is slower to solve than the iterative algorithm.\n\nContributions\n=============\nFeel free to submit pull requests.\nI know the code is nowhere near optimal as it is.\n\nLicense\n=======\n\nThis work is licensed under the french CeCILL license. [#]_\nYou're free to use and modify the code, but please cite the original paper and\nme.\n\n.. [#] https://www.cecill.info/licences/Licence_CeCILL_V2.1-en.html",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://gitlab.inria.fr/ncedilni/pyezzi",
        "keywords": "medical image processing",
        "license": "CeCILL-C",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pyezzi",
        "package_url": "https://pypi.org/project/pyezzi/",
        "platform": "",
        "project_url": "https://pypi.org/project/pyezzi/",
        "project_urls": {
            "Homepage": "https://gitlab.inria.fr/ncedilni/pyezzi"
        },
        "release_url": "https://pypi.org/project/pyezzi/0.5.0/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Thickness calculation on binary 3D images",
        "version": "0.5.0"
    },
    "last_serial": 4959655,
    "releases": {
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6a67a4f53ed494141be4bf89ae1c4979",
                    "sha256": "0134cd4caab7703728ad55808b6c27cde8d560b32eef69ee51dafc87d58dff57"
                },
                "downloads": -1,
                "filename": "pyezzi-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "6a67a4f53ed494141be4bf89ae1c4979",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 323982,
                "upload_time": "2017-01-04T09:56:52",
                "url": "https://files.pythonhosted.org/packages/35/a9/b478c8ce6a52485d1c605b3f5ee8a188c4a7c6307bccd9d3a3e820256e57/pyezzi-0.1.1.tar.gz"
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a846fef77d9117f235f8ad933bdfc4b0",
                    "sha256": "27f6ef769f6213a9900be5d54b9bb2216a30d93f8bd42a4673efa30a95adb08c"
                },
                "downloads": -1,
                "filename": "pyezzi-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "a846fef77d9117f235f8ad933bdfc4b0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 309028,
                "upload_time": "2017-01-06T14:48:34",
                "url": "https://files.pythonhosted.org/packages/bf/a0/9a6dbc08a35664fbb632b2b2023f8da608079937dce759e278a564d9fb4e/pyezzi-0.2.0.tar.gz"
            }
        ],
        "0.2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "fb6334ab100602ade86f1b0f5ff32f5a",
                    "sha256": "25489c9da5de86df7a0da0495110e21dcf4e7b75d2a2db610c0bd46cb9ca730e"
                },
                "downloads": -1,
                "filename": "pyezzi-0.2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "fb6334ab100602ade86f1b0f5ff32f5a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 290320,
                "upload_time": "2017-01-27T13:43:16",
                "url": "https://files.pythonhosted.org/packages/23/ac/a2b68e0a13c48afb091ca3e91923b7c5979c2aae82b691a2210106701b92/pyezzi-0.2.1.tar.gz"
            }
        ],
        "0.2.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a352af962d9e534846407274e7906dc4",
                    "sha256": "3aaa42474afba1a5ca1b1b5d9cbc8f723fd39464d21def4cca02b7ad7e97b7df"
                },
                "downloads": -1,
                "filename": "pyezzi-0.2.2.tar.gz",
                "has_sig": false,
                "md5_digest": "a352af962d9e534846407274e7906dc4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 290284,
                "upload_time": "2017-05-11T14:59:52",
                "url": "https://files.pythonhosted.org/packages/c7/a5/ac0c58aa93cf3f3d9bdfa06921070eafa123d861652c93e59f7dfa8de309/pyezzi-0.2.2.tar.gz"
            }
        ],
        "0.2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "88280e55853e845480ab8a51999a1af2",
                    "sha256": "5017821550ca8b21bca88f921fb304420d4d1620e484864ca303fff86931fc21"
                },
                "downloads": -1,
                "filename": "pyezzi-0.2.3.tar.gz",
                "has_sig": false,
                "md5_digest": "88280e55853e845480ab8a51999a1af2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 290314,
                "upload_time": "2017-05-24T15:01:39",
                "url": "https://files.pythonhosted.org/packages/bc/0e/f10fb5a85c8b2704261ae6245e19e1a347cc0863c64f92b7d96a26f771a3/pyezzi-0.2.3.tar.gz"
            }
        ],
        "0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "48370a1a7a3573bcd9cba9617a32ec84",
                    "sha256": "1760f939f5e549a5e457b9ba8c12850daff8128bdefb5b1b881443178df955e1"
                },
                "downloads": -1,
                "filename": "pyezzi-0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "48370a1a7a3573bcd9cba9617a32ec84",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 291280,
                "upload_time": "2018-02-12T15:21:57",
                "url": "https://files.pythonhosted.org/packages/6f/77/9290cf21381053491438c29795097639c4e34828d1fb76912d184411d050/pyezzi-0.3.tar.gz"
            }
        ],
        "0.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1b360c47974340d3ce618315e0b82c37",
                    "sha256": "4541d7642832d8649f75cf8281fc90fa1074fa9706045fb1122d542ea92fb0b1"
                },
                "downloads": -1,
                "filename": "pyezzi-0.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "1b360c47974340d3ce618315e0b82c37",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 291349,
                "upload_time": "2018-02-12T17:25:53",
                "url": "https://files.pythonhosted.org/packages/97/44/a5b32b620dc11b423ea9783496cc6382e4c9ba9b91cae0eb80c803c8f8ae/pyezzi-0.3.1.tar.gz"
            }
        ],
        "0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3f33c755f4e5b90f425029a3189d1e60",
                    "sha256": "720837a1df4c25ebafb6ab7ef35870517249f575c79f9a73c1e8d25a1f4720e8"
                },
                "downloads": -1,
                "filename": "pyezzi-0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "3f33c755f4e5b90f425029a3189d1e60",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 295330,
                "upload_time": "2018-02-14T14:06:01",
                "url": "https://files.pythonhosted.org/packages/00/06/e7e28355a334cdc089838ea62dffc8cee6f6558e809d5ce47b3b059e4fcb/pyezzi-0.4.tar.gz"
            }
        ],
        "0.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "407bcbcfe37a740b4b12a9a925462b36",
                    "sha256": "a05553399f66adec87a3b527571db0379de7f7b9c3a222e411f775895c6c9735"
                },
                "downloads": -1,
                "filename": "pyezzi-0.4.1.tar.gz",
                "has_sig": false,
                "md5_digest": "407bcbcfe37a740b4b12a9a925462b36",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 295802,
                "upload_time": "2018-02-14T17:15:59",
                "url": "https://files.pythonhosted.org/packages/99/04/6b24e8c5ebed1b715b19292093a50bc9ea2851ed03933787a3d55f505bba/pyezzi-0.4.1.tar.gz"
            }
        ],
        "0.4.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6404e7a37fbb0bb0f7eed5ce612d99c4",
                    "sha256": "94dded464fc43078a426c8dff515bb0b19616ef275a99d79beae810785bf1cde"
                },
                "downloads": -1,
                "filename": "pyezzi-0.4.2.tar.gz",
                "has_sig": false,
                "md5_digest": "6404e7a37fbb0bb0f7eed5ce612d99c4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 295839,
                "upload_time": "2018-02-16T10:11:45",
                "url": "https://files.pythonhosted.org/packages/e1/3f/24500e07a315261ac199c2fae38264ea6b61172fd10b335e550f7deed46b/pyezzi-0.4.2.tar.gz"
            }
        ],
        "0.4.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b676b55b11531add5b4054e1310bfe05",
                    "sha256": "95972c11b983959ff7c37e260210be31b4bf325f185273fe3d52f4ea477e6e2c"
                },
                "downloads": -1,
                "filename": "pyezzi-0.4.3.tar.gz",
                "has_sig": false,
                "md5_digest": "b676b55b11531add5b4054e1310bfe05",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 207108,
                "upload_time": "2018-11-28T10:45:14",
                "url": "https://files.pythonhosted.org/packages/a0/a3/21c3b7e59fa3b9bb304aaba7388537f248eb9b6be4bb9b96bbb5c3cfba55/pyezzi-0.4.3.tar.gz"
            }
        ],
        "0.4.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "524986bb5be8a019420360710b665831",
                    "sha256": "3fff4ba7306258845f7367f0c9435ee5567b028c5190a75f05db9d3e7de6a39e"
                },
                "downloads": -1,
                "filename": "pyezzi-0.4.4.tar.gz",
                "has_sig": false,
                "md5_digest": "524986bb5be8a019420360710b665831",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 207122,
                "upload_time": "2018-11-28T13:59:34",
                "url": "https://files.pythonhosted.org/packages/d5/bf/45232a23bc59f103fba37aea082f80044e17bee28f0e6a5aea095c970d23/pyezzi-0.4.4.tar.gz"
            }
        ],
        "0.5.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8596e118919766ed00d2ca6934c0f6d8",
                    "sha256": "360a447891c8713531473c1ed29c99636e6ae79dae11f651aeec98a72bce357c"
                },
                "downloads": -1,
                "filename": "pyezzi-0.5.0.tar.gz",
                "has_sig": false,
                "md5_digest": "8596e118919766ed00d2ca6934c0f6d8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 203255,
                "upload_time": "2019-03-19T16:42:46",
                "url": "https://files.pythonhosted.org/packages/74/02/4d034adee0cfee7fd2c9e2279156c694c444577e6991cf2509e58c0a6f8f/pyezzi-0.5.0.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "8596e118919766ed00d2ca6934c0f6d8",
                "sha256": "360a447891c8713531473c1ed29c99636e6ae79dae11f651aeec98a72bce357c"
            },
            "downloads": -1,
            "filename": "pyezzi-0.5.0.tar.gz",
            "has_sig": false,
            "md5_digest": "8596e118919766ed00d2ca6934c0f6d8",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 203255,
            "upload_time": "2019-03-19T16:42:46",
            "url": "https://files.pythonhosted.org/packages/74/02/4d034adee0cfee7fd2c9e2279156c694c444577e6991cf2509e58c0a6f8f/pyezzi-0.5.0.tar.gz"
        }
    ]
}