[Insight-users] Mattes Mutual Information implementation

Tim Allman dr.tim.allman at gmail.com
Tue Mar 12 14:10:17 EDT 2013


I have been living with mutual information day and night for  a while. 
You can get more information about Normalised MI in D. Rueckert et al. 
IEEE Trans. Med. Imag., 18 712 (1999) and Mattes MI in Mattes et al IEEE 
Trans. Med. Imag., 22 120-128 (2003) and references contained therein.

If you understand the methods in the papers, the ITK classes start to 
make sense in spite of the poor documentation. It is undocumented but 
true that Mattes MI is not thread safe so you must set the number of 
threads it uses to 1. I don't know about the other.

Tim

On 13-03-12 01:26 PM, Pedro Morais wrote:
> Good afternoon,
>
> I'm working with Mattes Mutual Information to register a MRI sequence.
> Someone can send me some information about Mattes Mutual Information 
> implementation, there are a lot of parameters but I think that the 
> documentation is not enough.
> I don't understand what is the difference between the Normalized 
> Mutual Information and Mattes Mutual Information. I need to decide 
> between the two methods, but I need to know the advantagens of each 
> technique.
>
> Thanks for the help.
> -- 
> Kind Regards,
>
> Pedro Morais
>
>
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-- 
Tim Allman, Ph.D.
35 Margaret Street,
Guelph Ontario N1E 5R6
Canada

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