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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Search — scikit-image</title>
<!-- Ubuntu font for logo -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Ubuntu:wght@300;400&display=swap" rel="stylesheet">
<!-- Bootstrap 5.3.3 CSS -->
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/css/bootstrap.min.css"
rel="stylesheet"
integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH"
crossorigin="anonymous">
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=b72b686c" />
<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic" />
<link rel="stylesheet" type="text/css" href="_static/custom.css?v=658c1930" />
<link rel="stylesheet" type="text/css" href="_static/custom.css?v=658c1930" />
<link rel="search" title="Search" href="#" />
<link rel="top" title="scikit-image" href="index.html" />
<link rel="shortcut icon" href="_static/favicon.ico">
</head>
<body>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT: './',
VERSION: '',
COLLAPSE_INDEX: false,
FILE_SUFFIX: '.html',
HAS_SOURCE: true
};
</script>
<!-- Skip to main content link for accessibility -->
<a href="#main-content" class="visually-hidden-focusable skip-link">Skip to main content</a>
<div class="container">
<header>
<a href="https://scikit-image.org" class="logo" aria-label="scikit-image home">
<img src="_static/img/logo.png" alt="">
<span class="logo-text">
<span class="logo-title">scikit-image</span>
<span class="logo-tagline">Image processing in Python</span>
</span>
</a>
<!-- Navigation -->
<nav class="navbar navbar-expand-lg" aria-label="Main navigation">
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav"
aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarNav">
<ul class="navbar-nav me-auto mb-2 mb-lg-0">
<li class="nav-item"><a class="nav-link" href="/docs/stable/user_guide/install.html">Installation</a></li>
<li class="nav-item"><a class="nav-link" href="/docs/stable/auto_examples">Gallery</a></li>
<li class="nav-item"><a class="nav-link" href="/docs/stable">Documentation</a></li>
<li class="nav-item"><a class="nav-link" href="community_guidelines.html">Community</a></li>
<li class="nav-item">
<a class="nav-link" href="https://github.com/scikit-image/scikit-image">
<img src="_static/GitHub-Mark-32px.png" alt="GitHub" class="github-icon" loading="lazy">
Source
</a>
</li>
</ul>
<form class="d-flex search-form" action="/docs/stable/search.html" method="get" role="search">
<input class="form-control me-2" type="search" name="q" placeholder="Search documentation..."
aria-label="Search documentation">
<input type="hidden" name="check_keywords" value="yes">
<input type="hidden" name="area" value="default">
<button class="btn btn-outline-primary" type="submit">Search</button>
</form>
</div>
</nav>
</header>
<!-- Main content area -->
<div class="row g-4">
<aside class="col-lg-3 sidebar order-2 order-lg-1" aria-label="Sidebar navigation"><script type="module">
import { Octokit } from "https://esm.sh/octokit";
const octokit = new Octokit();
const month_names = ["January", "February", "March", "April", "May", "June", "July", "August", "September", "October", "November", "December"];
function notRc(release) {
return !release.tag_name.includes('rc');
}
try {
const releases = await octokit.rest.repos.listReleases({
owner: 'scikit-image',
repo: 'scikit-image',
per_page: 5,
page: 1
});
const release = releases.data.find(r => !r.draft && !r.prerelease && notRc(r));
if (release && release.published_at) {
const tag = release.tag_name;
const stable_version = tag.slice(1);
const date = release.published_at;
const year = date.substring(0, 4);
const month = date.substring(5, 7);
document.getElementById('stable-version').textContent =
stable_version + " - " + month_names[parseInt(month)-1] + " " + year;
const stable_version_majmin = stable_version.split(".").slice(0,2).join(".");
const releaseNotesLink = document.getElementById('release-notes');
const release_notes_url = releaseNotesLink.getAttribute('href') + "/release_" + stable_version_majmin + ".rst";
releaseNotesLink.setAttribute('href', release_notes_url);
let dev_version = stable_version.split(".").map(Number);
dev_version[1] += 1;
dev_version = dev_version.slice(0, 2).join(".");
document.getElementById('dev-version').textContent = "pre-" + dev_version;
} else {
console.warn('No eligible non-RC releases found');
}
} catch (error) {
console.error('Failed to fetch release information:', error);
}
</script>
<div class="card sidebar-box">
<div class="card-body">
<strong>Stable</strong>
(<a href="https://github.com/scikit-image/scikit-image/tree/main/doc/source/release_notes" id="release-notes">release notes</a>)
<p id="stable-version">x.y.z</p>
<a class="btn btn-sm btn-primary" href="https://scikit-image.org/docs/stable/user_guide/install.html#installation-via-pip-and-conda">
<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-download" viewBox="0 0 16 16" aria-hidden="true">
<path d="M.5 9.9a.5.5 0 0 1 .5.5v2.5a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1v-2.5a.5.5 0 0 1 1 0v2.5a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2v-2.5a.5.5 0 0 1 .5-.5z"/>
<path d="M7.646 11.854a.5.5 0 0 0 .708 0l3-3a.5.5 0 0 0-.708-.708L8.5 10.293V1.5a.5.5 0 0 0-1 0v8.793L5.354 8.146a.5.5 0 1 0-.708.708l3 3z"/>
</svg>
Download
</a>
<br/><br/>
<strong>Development</strong>
<p id="dev-version">pre-x.y.z</p>
<a class="btn btn-sm btn-outline-primary" href="https://scikit-image.org/docs/stable/user_guide/install.html#installing-scikit-image-for-contributors">
<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="currentColor" class="bi bi-download" viewBox="0 0 16 16" aria-hidden="true">
<path d="M.5 9.9a.5.5 0 0 1 .5.5v2.5a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1v-2.5a.5.5 0 0 1 1 0v2.5a2 2 0 0 1-2 2H2a2 2 0 0 1-2-2v-2.5a.5.5 0 0 1 .5-.5z"/>
<path d="M7.646 11.854a.5.5 0 0 0 .708 0l3-3a.5.5 0 0 0-.708-.708L8.5 10.293V1.5a.5.5 0 0 0-1 0v8.793L5.354 8.146a.5.5 0 1 0-.708.708l3 3z"/>
</svg>
Download
</a>
</div>
</div><div class="card sidebar-box">
<ul class="nav flex-column">
<li class="nav-item">
<a class="nav-link"
href="https://github.com/scikit-image/scikit-image"
aria-label="GitHub repository">
<strong>GitHub</strong>
<span class="sidebar-subtitle">source & bug reports</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link"
href="https://scikit-image.org/docs/stable/development/contribute.html"
aria-label="Contribution guide">
<strong>Contribute</strong>
<span class="sidebar-subtitle">get involved</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link"
href="https://forum.image.sc/tags/scikit-image"
aria-label="Community forum">
<strong>Get Help</strong>
<span class="sidebar-subtitle">advice & community</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link"
href="https://discuss.scientific-python.org/c/contributor/skimage"
aria-label="Contributor discussions">
<strong>Discuss</strong>
<span class="sidebar-subtitle">contributor talk</span>
</a>
</li>
<li class="nav-item">
<a class="nav-link"
href="https://stackoverflow.com/questions/tagged/scikit-image"
aria-label="Stack Overflow questions">
<strong>StackOverflow</strong>
<span class="sidebar-subtitle">coding help</span>
</a>
</li>
</ul>
</div>
<div class="text-center py-3">
<a href="https://opencollective.com/scikit-image"
target="_blank"
rel="noopener noreferrer"
aria-label="Donate via Open Collective">
<img src="https://opencollective.com/scikit-image/donate/button@2x.png?color=white"
alt="Donate button"
width="300"
loading="lazy">
</a>
</div>
<div class="text-center py-2">
<a href="https://github.com/scikit-image/scikit-image"
target="_blank"
rel="noopener noreferrer"
aria-label="Star scikit-image on GitHub">
<img src="https://img.shields.io/github/stars/scikit-image/scikit-image?style=for-the-badge&logo=github&color=CE5C00&labelColor=CE5C00&logoColor=white"
alt="GitHub stars"
height="35"
loading="lazy">
</a>
</div>
</aside>
<main class="col-lg-9 order-1 order-lg-2" id="main-content" tabindex="-1">
<h1 id="search-documentation">Search</h1>
<div id="fallback" class="admonition warning">
<script type="text/javascript">
$('#fallback').hide();
$("input.search").focus();
</script>
<p>
Please activate JavaScript to enable the search
functionality.
</p>
</div>
<p>
From here you can search these documents. Enter your search
words into the box in the navigation bar and press "Enter". Note that the
search function will automatically search for all of the words. Pages
containing fewer words won't appear in the result list.
</p>
<div id="search-results">
</div>
</main>
</div>
<!-- Footer -->
<footer class="footer mt-5">
<div class="footer-content">
<div class="footer-brand">
<a href="https://scikit-image.org" class="footer-logo" aria-label="scikit-image home">
<img src="_static/img/logo.png" alt="" width="40" height="40">
<span>scikit-image</span>
</a>
<p class="footer-tagline">Image processing in Python</p>
</div>
<div class="footer-meta">
<small>© scikit-image development team. Built with <a href="https://sphinx.pocoo.org/">Sphinx</a>.</small>
</div>
<div class="footer-social">
<span class="footer-social-text">This project is part of the<br>scientific Python ecosystem</span>
<a href="https://scientific-python.org" aria-label="Scientific Python" title="Scientific Python">
<img src="https://cdn.jsdelivr.net/gh/scientific-python/scientific-python.org@main/static/images/logo.svg"
alt="Scientific Python" height="45">
</a>
</div>
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</div>
<!-- Chat button -->
<div class="chatbutton">
<a href="https://skimage.zulipchat.com" aria-label="Open Zulip chat">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="206.45 186.81 360.21 400.49" class="chatbutton-logo" aria-hidden="true">
<path d="M566.66 527.25c0 33.03-24.23 60.05-53.84 60.05H260.29c-29.61 0-53.84-27.02-53.84-60.05 0-20.22 9.09-38.2 22.93-49.09l134.37-120c2.5-2.14 5.74 1.31 3.94 4.19l-49.29 98.69c-1.38 2.76.41 6.16 3.25 6.16h191.18c29.61 0 53.83 27.03 53.83 60.05zm0-281.39c0 20.22-9.09 38.2-22.93 49.09l-134.37 120c-2.5 2.14-5.74-1.31-3.94-4.19l49.29-98.69c1.38-2.76-.41-6.16-3.25-6.16H260.29c-29.61 0-53.84-27.02-53.84-60.05s24.23-60.05 53.84-60.05h252.54c29.61 0 53.83 27.02 53.83 60.05z" fill="currentColor"/>
</svg>
Open Chat
</a>
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