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Article #1278

Re: FFT in 2D

#1278
From: John Arens
Date: Mon, 28 Sep 1992 21:17
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In article <1992Sep22.163256.15935@versyss.com>, keithd@versyss.UUCP (Keith Doyle) writes...
>I'm interested in using FFT for noise reduction of images, and while I
>have worked with FFT in 1D (for audio) and have an assortment of FFT
>source code for 1D, I don't really know how to apply it to the 2D case.
>Is it simply an FFT of all the rows combined with an FFT of all the columns
>of pixels in the image?  

>>    Here is the basic idea: Start with a 2-d array (matrix) of pixels. First,
>>take the 1-d FFT of each row vector, forming an intermdiate matrix from the 
>>result. Now take the 1-d FFT of each column vector in this matrix. The columns
>>of the final output matrix are formed from these transforms. Therefore, the
>>calculation of a 2-d FFT for an NxN matrix requires calculation of N^2 1-D
>>FFT's.
>>
>>
>>                  Hope this is useful info,
>>
>>
>>                                Dave Hall

Dave's description of the 2-D FFT is accurate.  However, the process requires 2N 1-D FFT's NOT N^2.  Taking the FFT of each row requires N 1-D FFT's.  Then, the FFT of the columns requires an additional N 1-D FFT's.  Resulting in 2N 1-D FFT's.

John Arens
johna@comm.mot.com
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Message-ID: <1992Sep28.211714.17597@lmpsbbs.comm.mot.com>
Path: arc1-ca.pugleaf.net!sparky!uunet!ftpbox!mothost!lmpsbbs!isu9!johna
References: <28SEP199214061890@ariel.lerc.nasa.gov>

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Path: arc1-ca.pugleaf.net!sparky!uunet!ftpbox!mothost!lmpsbbs!isu9!johna
From: johna@comm.mot.com (John Arens)
Subject: Re: FFT in 2D
Reply-To: johna@comm.mot.com
Organization: Motorola
Date: Mon, 28 Sep 1992 21:17:14 GMT
Message-ID: <1992Sep28.211714.17597@lmpsbbs.comm.mot.com>
References: <28SEP199214061890@ariel.lerc.nasa.gov>
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