volume_pca.h

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/***************************************************************************
 *
 * Authors:    Carlos Oscar            coss@cnb.csic.es (2015)
 *
 * Unidad de  Bioinformatica of Centro Nacional de Biotecnologia , CSIC
 *
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA
 * 02111-1307  USA
 *
 *  All comments concerning this program package may be sent to the
 *  e-mail address 'xmipp@cnb.csic.es'
 ***************************************************************************/
#ifndef _PROG_VOLUME_PCA
#define _PROG_VOLUME_PCA

#include "core/xmipp_image.h"
#include "core/xmipp_program.h"
#include "core/metadata_vec.h"
#include "data/basic_pca.h"
#include "data/mask.h"



class ProgVolumePCA: public XmippProgram
{
public:
    FileName fnVols;
    FileName fnVolsOut;
    int NPCA;
    Mask mask;
    FileName fnBasis;
    StringVector listOfPercentiles;
    FileName fnAvgVol;
    FileName fnOutStack;
public:
    // Metadata with volumes
    MetaDataVec mdVols;

    // Input volume
    Image<double> V;

    // PCA analyzer
    PCAMahalanobisAnalyzer analyzer;
public:
    void readParams();

    void show() const;

    void defineParams();

    void produce_side_info();

    void run();
};
#endif