On Fri 08-Sep-2017 at 14:49:43 +0200, Julien Radoux <[email protected]> 
wrote: 
> Hello,
>
> Is there a way to reuse the dimensionality reduction matrices through otb 
> application on a new image or is it necessary to build some new tools ?
>
> -- 

Hi Julien,

I have a Master's intern who has developed a dimensionality reduction
module which offers PCA, auto encoders and SOM. It allows to build a
reduction model which can be saved and then used on other data sets. 

The training step can be performed using sample files which can be built
using OTB's sampling framework used for classification.

You can have a look at it here:

http://tully.ups-tlse.fr/traizetc/cb_dimensionality_reduction

Jordi

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