[Insight-users] Supervised classification with ITK

[Franz Schiller]

Greetings

My name is Franz Schiller and I'm doing a LandCover Classification project
at my host-Research Centre (Goddard Space Flight Centre). My objective is to
compare Supervised classification algorithms for a certain landcover. I
found that ITK has a huge library of ssegmentation,filters and
classification algorithms so I'm willing to use it. I just need to know if
the following methods are included in ITK, and for that I'm requesting your
help to indicate me if this supervised classification algorithms are
available at ITK:
- Supervised SVM (YES)
- Unsupervised k-Means clustering (YES)
- Supervised SOM classification (YES)
- Supervised Linear Discriminant Classifier (Is it?)
- Supervised Maximum Likelihood (only founded Unsupervised)
- Supervised Minimum distance or K-means (is it?)
- K-NN (is it?)
- Parzen Classifier (didn't find anything)

Could anyone give give me an indication of yes/no and in case yes, could you
send me a class name or something that can be useful for me, in order to
start working with it? My idea is to use a single application/library to
compare different methods...

Thank you for your help
Best regards,
Franz Schiller
Univ Maryland
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