ImagePca.h

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// -*- lsst-c++ -*-
 
/*
 * LSST Data Management System
 * Copyright 2008, 2009, 2010 LSST Corporation.
 *
 * This product includes software developed by the
 * LSST Project (http://www.lsst.org/).
 *
 * 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 3 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 LSST License Statement and
 * the GNU General Public License along with this program.  If not,
 * see <http://www.lsstcorp.org/LegalNotices/>.
 */
 
/*
 * Support for PCA analysis of 2-D images
 */
#ifndef LSST_AFW_IMAGE_IMAGEPCA_H
#define LSST_AFW_IMAGE_IMAGEPCA_H
 
#include <vector>
#include <string>
#include <utility>
 
#include <memory>
 
#include "lsst/pex/exceptions.h"
#include "lsst/afw/image/MaskedImage.h"
 
namespace lsst {
namespace afw {
namespace image {
 
template <typename ImageT>
class ImagePca {
public:
    using ImageList = std::vector<std::shared_ptr<ImageT>>;

    explicit ImagePca(bool constantWeight = true);
    virtual ~ImagePca() = default;
 
    ImagePca(ImagePca const&);
    ImagePca(ImagePca&&);
    ImagePca& operator=(ImagePca const&);
    ImagePca& operator=(ImagePca&&);

    void addImage(std::shared_ptr<ImageT> img, double flux = 0.0);
    ImageList getImageList() const;

    lsst::geom::Extent2I const getDimensions() const { return _dimensions; }

    std::shared_ptr<ImageT> getMean() const;
    virtual void analyze();
    virtual double updateBadPixels(unsigned long mask, int const ncomp);

    std::vector<double> const& getEigenValues() const { return _eigenValues; }
    ImageList const& getEigenImages() const { return _eigenImages; }
 
private:
    double getFlux(int i) const { return _fluxList[i]; }
 
    ImageList _imageList;              // image to analyze
    std::vector<double> _fluxList;     // fluxes of images
    lsst::geom::Extent2I _dimensions;  // width/height of images on _imageList
 
    bool _constantWeight;  // should all stars have the same weight?
 
    std::vector<double> _eigenValues;  // Eigen values
    ImageList _eigenImages;            // Eigen images
};

template <typename Image1T, typename Image2T>
double innerProduct(Image1T const& lhs, Image2T const& rhs, int const border = 0);
}  // namespace image
}  // namespace afw
}  // namespace lsst
 
#endif