mrcImageNLMeansFilter - Revision history

Kinoshita at 04:53, 28 July 2014

2014-07-28T04:53:45Z

Kinoshita: Created page with "'''mrcImageNLMeansFilter''' is Eos's Command that performs NL Means Filterto mrcImage. == Algorithm == == List of option == === Main option ===
2014-07-28T04:51:58Z
Created page with "'''mrcImageNLMeansFilter''' is Eos's Command that performs NL Means Filterto mrcImage. == Algorithm == == List of option == === Main option === <table border=..."
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'''mrcImageNLMeansFilter''' is [[Eos]]'s [[Command]] that performs NL Means Filterto [[mrcImage]].

== Algorithm ==

== List of option ==

=== Main option ===
<table border="1">
<div align="left">
<tr>
<th>Option</th>
<th>Essential/Optional</th>
<th>Description</th>
<th>Default</th>
</tr>
<tr>
<td>-i</td>
<td>Essential</td>
<td>Input：[[mrcImage]]</td>
<td>NULL</td>
</tr>
<tr>
<td>-o</td>
<td>Optional</td>
<td>Output：[[mrcImage]]</td>
<td>stdout(The standard output by default）</td>
</tr>
<tr>
<td>-N</td>
<td>Optional</td>
<td>N-Size (int)</td>
<td>3</td>
</tr>
<tr>
<td>-hParam</td>
<td>Optional</td>
<td>hParam (float) </td>
<td>0.5</td>
</tr>
<tr>
<td>-c</td>
<td>Optional</td>
<td>ConfigurationFile</td>
<td>NULL</td>
</tr>
<tr>
<td>-m</td>
<td>Optional</td>
<td>Mode</td>
<td>0</td>
</tr>
<tr>
<td>-h</td>
<td>Optional</td>
<td>Help</td>
<td>　</td>
</tr>
</div>
</table>

=== -m details ===
<table border="1">
<div align="left">
<tr>
<th>Value</th>
<th>Description</th>
</tr>
<tr>
<td>0</td>
<td></td>
</tr>
</div>
</table>

== Execution example ==
===[[Media:Input-1VOM-N-2D.mrc | Input file]](2D) image===
<table>
<tr>
<td>[[File:Input-1VOM-N-2D.png]]</td>
<td><p align="left">Min<br>
Max<br>
Mean<br>
SD<br>
SE<br></p>
</td>
<td><p align="left">-18651.7 (10, 1, 0)<br>
52942.7 (24, 39, 0)<br>
7214.87<br>
10067.6<br>
125.845<br></p>
</td>
</tr>
</table>

=== Example of options only essential ===
<table>
<tr>
<td>[[File:Outdata-mrcImageNLMeansFilter.png]]</td>
<td><p align="left">Min<br>
Max<br>
Mean<br>
SD<br>
SE<br></p>
</td>
<td><p align="left">0.35088 (56, 4, 0)<br>
0.919591 (18, 41, 0)<br>
0.472087<br>
0.118186<br>
0.00147733<br></p>
</td>
</tr>
</table>

=== Option -N===
====Case: N=10====
<table>
<tr>
<td>[[File:Outdata-N-mrcImageNLMeansFilter.png]]</td>
<td><p align="left">Min<br>
Max<br>
Mean<br>
SD<br>
SE<br></p>
</td>
<td><p align="left">0.162783 (15, 17, 0)<br>
1.3523 (24, 39, 0)<br>
0.477231<br>
0.17636<br>
0.0022045<br></p>
</td>
</tr>
</table>

=== Option -hParam===
====Case: hParam=1.0====
<table>
<tr>
<td>[[File:Outdata-hParam-mrcImageNLMeansFilter.png]]</td>
<td><p align="left">Min<br>
Max<br>
Mean<br>
SD<br>
SE<br></p>
</td>
<td><p align="left">0.408005 (50, 76, 0)<br>
0.712543 (26, 29, 0)<br>
0.470866<br>
0.0555933<br>
0.000694916<br></p>
</td>
</tr>
</table>

== References ==
A. Buades, B. Coll, J.M. Morel “A non local algorithm for image denoising”
IEEE Computer Vision and Pattern Recognition 2005, Vol 2, pp: 60-65, 2005.

J. Wang, Y. Guo, Y. Ying, Y. Liu, Q. Peng, “Fast Non-Local Algorithm for Image Denoising,” in Proc. IEEE International Conference on Image Processing 2006 (ICIP2006), pp. 1429 – 1432, Oct. 2006.