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<!DOCTYPE html> | ||
<html lang="{{ site.lang | default: "en-US" }}"> | ||
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<head> | ||
<meta charset='utf-8'> | ||
<meta http-equiv="X-UA-Compatible" content="IE=edge"> | ||
<meta name="viewport" content="width=device-width,maximum-scale=2"> | ||
<link rel="stylesheet" type="text/css" media="screen" href="{{ '/assets/css/style.css?v=' | append: site.github.build_revision | relative_url }}"> | ||
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css"> | ||
{% seo %} | ||
</head> | ||
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<body> | ||
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<!-- HEADER --> | ||
<div id="header_wrap" class="outer"> | ||
<header class="inner"> | ||
{% if page.github_url %} | ||
<a id="forkme_banner" href="{{ page.github_url }}">View on GitHub</a> | ||
{% else %} | ||
{% if site.github.is_project_page %} | ||
<a id="forkme_banner" href="{{ site.github.repository_url }}">View on GitHub</a> | ||
{% endif %} | ||
{% endif %} | ||
<!-- Title --> | ||
{% if page.paper %} | ||
<h1 id="paper_title">{{ page.paper }}</h1> | ||
{% else %} | ||
<h1 id="paper_title">{{ site.title | default: site.github.repository_name }}</h1> | ||
{% endif %} | ||
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{% if page.authors %} | ||
<!-- Authors --> | ||
<div id="paper_authors" style="margin-bottom:10px; text-align:center"> | ||
<!-- <div> <small> <i> <b> --> | ||
{% for author in page.authors %} | ||
<a href="{{ author.link }}">{{ author.name }}</a> | ||
{% if author.index %} | ||
<sup>{{author.index}}</sup> | ||
{% endif %} | ||
| ||
{% endfor %} | ||
<!-- </b> </i> </small> </div> --> | ||
</div> | ||
{% endif %} | ||
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{% if page.affiliations %} | ||
<!-- Affiliations --> | ||
<div id="paper_affiliations" style="margin-bottom:20px; text-align:center"> | ||
<!-- <div> <small> <i> --> | ||
{% for affiliation in page.affiliations %} | ||
{% if affiliation.index %} | ||
<sup>{{affiliation.index}}</sup> | ||
{% endif %} | ||
{{ affiliation.name }} | ||
<br/> | ||
{% endfor %} | ||
<!-- </i> </small> </div> --> | ||
</div> | ||
{% endif %} | ||
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{% if site.show_downloads %} | ||
<section id="downloads"> | ||
<a class="zip_download_link" href="{{ site.github.zip_url }}">Download this project as a .zip file</a> | ||
<a class="tar_download_link" href="{{ site.github.tar_url }}">Download this project as a tar.gz file</a> | ||
</section> | ||
{% endif %} | ||
</header> | ||
</div> | ||
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<!-- MAIN CONTENT --> | ||
<div id="main_content_wrap" class="outer"> | ||
<section id="main_content" class="inner"> | ||
<!-- content --> | ||
{{ content }} | ||
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{% if page.links %} | ||
<!-- Links --> | ||
<h3 id="paper_links"> Links </h3> | ||
<ul style="list-style-type:none"> | ||
{% if page.links.arxiv %} | ||
<li style="float: left;"> | ||
<a href="{{page.links.arxiv}}" style="text-decoration:none;"><i class="fa fa-file-pdf-o"></i> Arxiv </a> | ||
</li> | ||
{% endif %} | ||
{% if page.links.paper %} | ||
<li style="float: left;"> | ||
<a href="{{page.links.paper}}" style="text-decoration:none;"><i class="fa fa-file-pdf-o"></i> Paper </a> | ||
</li> | ||
{% endif %} | ||
{% if page.links.data %} | ||
<li style="float: left;"> | ||
<a href="{{page.links.data}}" style="text-decoration:none;"><i class="fa fa-file-archive-o"></i> Data </a> | ||
</li> | ||
{% endif %} | ||
{% if page.links.code %} | ||
<li style="float: left;"> | ||
<a href="{{page.links.code}}" style="text-decoration:none;"><i class="fa fa-file-archive-o"></i> Code </a> | ||
</li> | ||
{% endif %} | ||
</ul> | ||
<p> </p> | ||
{% endif %} | ||
</section> | ||
</div> | ||
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<!-- FOOTER --> | ||
<div id="footer_wrap" class="outer"> | ||
<footer class="inner"> | ||
<p class="copyright"> | ||
{% if site.github.is_project_page %} | ||
{{ site.title | default: site.github.repository_name }} maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a>; | ||
{% endif %} | ||
<a href="https://www.grip.unina.it">www.grip.unina.it</a></p> | ||
</footer> | ||
</div> | ||
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{% if site.google_analytics %} | ||
<script> | ||
(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ | ||
(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), | ||
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) | ||
})(window,document,'script','//www.google-analytics.com/analytics.js','ga'); | ||
ga('create', '{{ site.google_analytics }}', 'auto'); | ||
ga('send', 'pageview'); | ||
</script> | ||
{% endif %} | ||
</body> | ||
</html> |
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--- | ||
layout: paper | ||
paper: Guided patch-wise nonlocal SAR despeckling | ||
github_url: https://github.com/grip-unina/GNLM | ||
authors: | ||
- name: Sergio Vitale | ||
link: https://grip-unina.github.io/GNLM/ | ||
index: 1 | ||
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- name: Davide Cozzolino | ||
link: http://www.grip.unina.it/people/userprofile/davide_cozzolino.html | ||
index: 2 | ||
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- name: Giuseppe Scarpa | ||
link: http://www.grip.unina.it/people/userprofile/giuseppe_scarpa.html | ||
index: 2 | ||
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- name: Luisa Verdoliva | ||
link: http://www.grip.unina.it/people/userprofile/verdoliva.html | ||
index: 2 | ||
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- name: Giovanni Poggi | ||
link: http://www.grip.unina.it/people/userprofile/poggi.html | ||
index: 2 | ||
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affiliations: | ||
- name: Engineering Department of University Parthenope, Naples, Italy | ||
index: 1 | ||
- name: Department of Electrical Engineering and Information Technology, University Federico II of Naples, Italy | ||
index: 2 | ||
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links: | ||
arxiv: https://arxiv.org/abs/1811.11872 | ||
code: https://github.com/grip-unina/GNLM | ||
--- | ||
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![header](./header.jpg) | ||
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We propose a new method for SAR image despeckling which leverages information drawn from co-registered optical imagery. | ||
Filtering is performed by plain patch-wise nonlocal means, operating exclusively on SAR data. | ||
However, the filtering weights are computed by taking into account also the optical guide, which is much cleaner than the SAR data, | ||
and hence more discriminative. To avoid injecting optical-domain information into the filtered image, a SAR-domain statistical | ||
test is preliminarily performed to reject right away any risky predictor. | ||
Experiments on two SAR-optical datasets prove the proposed method to suppress very effectively the speckle, preserving | ||
structural details, and without introducing visible filtering artifacts. Overall, the proposed method compares favourably with | ||
all state-of-the-art despeckling filters, and also with our own previous optical-guided filter. | ||
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### News | ||
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* 2018-11-29: Paper available on Arxiv. | ||
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### Bibtex | ||
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```js | ||
@article{Guided_despeckling, | ||
author={S. Vitale and D. Cozzolino and G. Scarpa and L. Verdoliva and G. Poggi}, | ||
journal={arXiv:1811.11872}, | ||
title={Guided patch-wise nonlocal SAR despeckling}, | ||
year={2018} | ||
} | ||
``` |
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