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<!-- This file create by Bob L. Sturm Sept 02 2003, using vi.	Originally inspired by the MATLAB Auditory Demonstrations	package created by Univ. of Sheffield, UK.--><HTML><HEAD>   <TITLE>SSUM: Image Filtering Explorer</TITLE>	<link href="style.css" rel="stylesheet" type="text/css"></HEAD><BODY><table cellpadding=0 cellspacing=0 align=center border=0 width="100%"><tr>	<td>		<IMG SRC="imgfilterexpo_t.jpg" WIDTH=137 HEIGHT=146>	</td>	<td align=center>		<H1>Image Filtering Explorer</H1>	</td></tr><tr>	<td colspan=2 align=center bgcolor=black>		<H6><A HREF="#introduction">Introduction</A> &nbsp;		<A HREF="#demonstration">Demo</A> &nbsp;		<A HREF="#investigate">Investigate</A> &nbsp;		<A HREF="#reading">Reading</A> &nbsp; 		<A HREF="#credits">Credits</A> &nbsp;		<A HREF="SSUM.htm">Home</A></H6>	</td></tr></table><br><A NAME="introduction"></A><H2>Introduction</H2><P>This application explores filtering images. One can use several types offilters to see their effects. One can also add noise to an image andsee the effectiveness of a filter for removing it.</p><br><A NAME="demonstration"></A><H2>The tool</H2><P>Like the <a href="imgspectrumexpo.htm">Image Spectrum Explorer</a>, thisdemonstration has two windows: one to display the image, and the other topresent spectral information about the image. The larger colorfulplot on the left is the two-dimensional Fourier transform of the entire image.After loading an image choose a filter, the size and direction for itsapplication (horizontal, vertical, kernel), and apply. You can also applytwo types of noise to the image to see their effects to the image.</p><CENTER><a href="imgfilterexpo.jpg"><IMG SRC="imgfilterexpo.jpg" width=770 height=518></a></CENTER><br><A NAME="investigate"></A><H2>Things to investigate</H2>  <OL>   <LI>Load an image and apply Salt & Pepper noise with an incidence less than 0.1. What filters and settings are best for removing this noise?</OL><A NAME="reading"></A><H2>Further reading</H2><br><A NAME="credits"></a><H2>Credits</H2><p></p><hr noshade><P class="credits">Produced by Bob L. Sturm and Dr. Jerry Gibson.<br>Release date: February 2, 2004<br>Copyright 2003 University of California, Santa Barbara</p></BODY></HTML>

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