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	<title>Comments on: Image deblurring &#8211; Introduction</title>
	<atom:link href="http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/feed/" rel="self" type="application/rss+xml" />
	<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/</link>
	<description>Steve Eddins manages the Image &#38; Geospatial development team at The MathWorks and coauthored Digital Image Processing Using MATLAB. He writes here about image processing concepts, algorithm implementations, and MATLAB.</description>
	<lastBuildDate>Wed, 01 Feb 2012 13:58:45 +0000</lastBuildDate>
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		<title>By: Niharika</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24799</link>
		<dc:creator>Niharika</dc:creator>
		<pubDate>Tue, 17 Jan 2012 17:15:39 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24799</guid>
		<description>Thank you for sharing valuable information.

I am working on a set of images from a microscope which have varying regions of focus and blur.(the section on the slide was thick so the images get out of focus in certain regions beacause of uneven surface) 
How do I begin with solving the problem.
I know the specifications of the camera and the distance the object was placed etc.

Thanks!</description>
		<content:encoded><![CDATA[<p>Thank you for sharing valuable information.</p>
<p>I am working on a set of images from a microscope which have varying regions of focus and blur.(the section on the slide was thick so the images get out of focus in certain regions beacause of uneven surface)<br />
How do I begin with solving the problem.<br />
I know the specifications of the camera and the distance the object was placed etc.</p>
<p>Thanks!</p>
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		<title>By: qazi</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24727</link>
		<dc:creator>qazi</dc:creator>
		<pubDate>Mon, 05 Dec 2011 17:34:16 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24727</guid>
		<description>kindly also guide me..
What should i do if i have real image and blurred image..and
I want to estimate PSF using these images...???</description>
		<content:encoded><![CDATA[<p>kindly also guide me..<br />
What should i do if i have real image and blurred image..and<br />
I want to estimate PSF using these images&#8230;???</p>
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		<title>By: qazi</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24723</link>
		<dc:creator>qazi</dc:creator>
		<pubDate>Sun, 04 Dec 2011 09:38:39 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24723</guid>
		<description>Thanks alot Steve for such helpful blog  

can u plz let me knw what sould b result of this.

cam_in = real(ifft2(fft2(cam_blur)./fft2(cam)));
imshow(cam_in)

what i guessed is that it would be h (PSF)   .I m getting all zeros.</description>
		<content:encoded><![CDATA[<p>Thanks alot Steve for such helpful blog  </p>
<p>can u plz let me knw what sould b result of this.</p>
<p>cam_in = real(ifft2(fft2(cam_blur)./fft2(cam)));<br />
imshow(cam_in)</p>
<p>what i guessed is that it would be h (PSF)   .I m getting all zeros.</p>
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	<item>
		<title>By: Steve</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24625</link>
		<dc:creator>Steve</dc:creator>
		<pubDate>Fri, 11 Nov 2011 22:14:49 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24625</guid>
		<description>Rambo&#8212;See the &lt;a href=&quot;http://blogs.mathworks.com/steve/2007/11/02/image-deblurring-wiener-filter/&quot; rel=&quot;nofollow&quot;&gt;02-Nov-2007 guest post&lt;/a&gt; on Wiener filter deblurring.</description>
		<content:encoded><![CDATA[<p>Rambo&mdash;See the <a href="http://blogs.mathworks.com/steve/2007/11/02/image-deblurring-wiener-filter/" rel="nofollow">02-Nov-2007 guest post</a> on Wiener filter deblurring.</p>
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		<title>By: Rambo</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24614</link>
		<dc:creator>Rambo</dc:creator>
		<pubDate>Wed, 09 Nov 2011 09:54:07 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24614</guid>
		<description>Hi Steve!

thanks for this article. It is written very well and I believe it serves as a nice starting point for people who are interested in image deblurring, because you present very clearly the main &quot;ingredients&quot; (and problems) of deconvolution.

Perhaps I missed something in your article, but I would like to know how this basic approach that you presented here relates to other well-known approaches like Richardson-Lucy algorithm, or Wiener deconvolution.

Thanks.</description>
		<content:encoded><![CDATA[<p>Hi Steve!</p>
<p>thanks for this article. It is written very well and I believe it serves as a nice starting point for people who are interested in image deblurring, because you present very clearly the main &#8220;ingredients&#8221; (and problems) of deconvolution.</p>
<p>Perhaps I missed something in your article, but I would like to know how this basic approach that you presented here relates to other well-known approaches like Richardson-Lucy algorithm, or Wiener deconvolution.</p>
<p>Thanks.</p>
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		<title>By: Aftab</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24514</link>
		<dc:creator>Aftab</dc:creator>
		<pubDate>Tue, 04 Oct 2011 13:36:47 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24514</guid>
		<description>Hi Steve - I am working on blind image de blurring myself as well. The the above mentioned process of yours&#039; works fine for artificially blurred images i.e. we blur an image by a specific PSF and we can later de-blur it using blind and non-blind de-blurring techniques.

But the problem is that for real life images the process of de-blurring doesn&#039;t provide any significant results. Any tips?</description>
		<content:encoded><![CDATA[<p>Hi Steve &#8211; I am working on blind image de blurring myself as well. The the above mentioned process of yours&#8217; works fine for artificially blurred images i.e. we blur an image by a specific PSF and we can later de-blur it using blind and non-blind de-blurring techniques.</p>
<p>But the problem is that for real life images the process of de-blurring doesn&#8217;t provide any significant results. Any tips?</p>
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	<item>
		<title>By: Steve</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24404</link>
		<dc:creator>Steve</dc:creator>
		<pubDate>Sat, 13 Aug 2011 14:28:28 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24404</guid>
		<description>Monire&#8212;No, I don&#039;t know anything about that.</description>
		<content:encoded><![CDATA[<p>Monire&mdash;No, I don&#8217;t know anything about that.</p>
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		<title>By: monire</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24403</link>
		<dc:creator>monire</dc:creator>
		<pubDate>Sat, 13 Aug 2011 14:07:07 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-24403</guid>
		<description>thank you so much
it was so usefull for me.
can you help me for debulurring image with RBF ?</description>
		<content:encoded><![CDATA[<p>thank you so much<br />
it was so usefull for me.<br />
can you help me for debulurring image with RBF ?</p>
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		<title>By: Steve</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-23684</link>
		<dc:creator>Steve</dc:creator>
		<pubDate>Sun, 07 Nov 2010 22:08:20 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-23684</guid>
		<description>Sarath&#8212;Are you sure you&#039;re running exactly the same code I&#039;m running? Click on the &quot;Get the MATLAB code&quot; link at the bottom of the post.</description>
		<content:encoded><![CDATA[<p>Sarath&mdash;Are you sure you&#8217;re running exactly the same code I&#8217;m running? Click on the &#8220;Get the MATLAB code&#8221; link at the bottom of the post.</p>
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		<title>By: Sarath</title>
		<link>http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-23683</link>
		<dc:creator>Sarath</dc:creator>
		<pubDate>Sun, 07 Nov 2010 10:55:35 +0000</pubDate>
		<guid isPermaLink="false">http://blogs.mathworks.com/steve/2007/08/13/image-deblurring-introduction/#comment-23683</guid>
		<description>i do not what is the reason exactly when im executing the code given by u here,it is showing an error at fft2 function.im unable to rectify that.i have been trying these from 5 days but could not do it.can u please tell me the reason.im very much interested in the algorithm given by you here.</description>
		<content:encoded><![CDATA[<p>i do not what is the reason exactly when im executing the code given by u here,it is showing an error at fft2 function.im unable to rectify that.i have been trying these from 5 days but could not do it.can u please tell me the reason.im very much interested in the algorithm given by you here.</p>
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