LSSTApplications
18.0.0+106,18.0.0+50,19.0.0,19.0.0+1,19.0.0+10,19.0.0+11,19.0.0+13,19.0.0+17,19.0.0+2,19.0.0-1-g20d9b18+6,19.0.0-1-g425ff20,19.0.0-1-g5549ca4,19.0.0-1-g580fafe+6,19.0.0-1-g6fe20d0+1,19.0.0-1-g7011481+9,19.0.0-1-g8c57eb9+6,19.0.0-1-gb5175dc+11,19.0.0-1-gdc0e4a7+9,19.0.0-1-ge272bc4+6,19.0.0-1-ge3aa853,19.0.0-10-g448f008b,19.0.0-12-g6990b2c,19.0.0-2-g0d9f9cd+11,19.0.0-2-g3d9e4fb2+11,19.0.0-2-g5037de4,19.0.0-2-gb96a1c4+3,19.0.0-2-gd955cfd+15,19.0.0-3-g2d13df8,19.0.0-3-g6f3c7dc,19.0.0-4-g725f80e+11,19.0.0-4-ga671dab3b+1,19.0.0-4-gad373c5+3,19.0.0-5-ga2acb9c+2,19.0.0-5-gfe96e6c+2,w.2020.01
LSSTDataManagementBasePackage
|
A class to evaluate image background levels. More...
#include <Background.h>
Public Types | |
typedef float | InternalPixelT |
type used for any internal images, and returned by getApproximate More... | |
Public Member Functions | |
template<typename ImageT > | |
BackgroundMI (ImageT const &img, BackgroundControl const &bgCtrl) | |
Constructor for BackgroundMI. More... | |
BackgroundMI (lsst::geom::Box2I const imageDimensions, image::MaskedImage< InternalPixelT > const &statsImage) | |
Recreate a BackgroundMI from the statsImage and the original Image's BBox. More... | |
BackgroundMI (BackgroundMI const &)=delete | |
BackgroundMI (BackgroundMI &&)=delete | |
BackgroundMI & | operator= (BackgroundMI const &)=delete |
BackgroundMI & | operator= (BackgroundMI &&)=delete |
~BackgroundMI () override=default | |
BackgroundMI & | operator+= (float const delta) override |
Add a scalar to the Background (equivalent to adding a constant to the original image) More... | |
BackgroundMI & | operator-= (float const delta) override |
Subtract a scalar from the Background (equivalent to subtracting a constant from the original image) More... | |
double | getPixel (Interpolate::Style const style, int const x, int const y) const |
Method to retrieve the background level at a pixel coord. More... | |
double | getPixel (int const x, int const y) const |
Return the background value at a point. More... | |
lsst::afw::image::MaskedImage< InternalPixelT > | getStatsImage () const |
Return the image of statistical quantities extracted from the image. More... | |
template<typename PixelT > | |
std::shared_ptr< lsst::afw::image::Image< PixelT > > | getImage (Interpolate::Style const interpStyle, UndersampleStyle const undersampleStyle=THROW_EXCEPTION) const |
Method to interpolate and return the background for entire image. More... | |
template<typename PixelT > | |
std::shared_ptr< lsst::afw::image::Image< PixelT > > | getImage (std::string const &interpStyle, std::string const &undersampleStyle="THROW_EXCEPTION") const |
Method to interpolate and return the background for entire image. More... | |
template<typename PixelT > | |
std::shared_ptr< lsst::afw::image::Image< PixelT > > | getImage (lsst::geom::Box2I const &bbox, Interpolate::Style const interpStyle, UndersampleStyle const undersampleStyle=THROW_EXCEPTION) const |
template<typename PixelT > | |
std::shared_ptr< lsst::afw::image::Image< PixelT > > | getImage (lsst::geom::Box2I const &bbox, std::string const &interpStyle, std::string const &undersampleStyle="THROW_EXCEPTION") const |
template<typename PixelT > | |
std::shared_ptr< lsst::afw::image::Image< PixelT > > | getImage () const |
Method to interpolate and return the background for entire image. More... | |
Interpolate::Style | getAsUsedInterpStyle () const |
Return the Interpolate::Style that we actually used in the last call to getImage() More... | |
UndersampleStyle | getAsUsedUndersampleStyle () const |
Return the UndersampleStyle that we actually used in the last call to getImage() More... | |
std::shared_ptr< math::Approximate< InternalPixelT > > | getApproximate (ApproximateControl const &actrl, UndersampleStyle const undersampleStyle=THROW_EXCEPTION) const |
Method to return an approximation to the background. More... | |
lsst::geom::Box2I | getImageBBox () const |
Return the input image's (PARENT) bounding box. More... | |
std::shared_ptr< BackgroundControl > | getBackgroundControl () |
std::shared_ptr< BackgroundControl const > | getBackgroundControl () const |
Protected Attributes | |
lsst::geom::Box2I | _imgBBox |
size and origin of input image More... | |
std::shared_ptr< BackgroundControl > | _bctrl |
control info set by user. More... | |
Interpolate::Style | _asUsedInterpStyle |
the style we actually used More... | |
UndersampleStyle | _asUsedUndersampleStyle |
the undersampleStyle we actually used More... | |
std::vector< double > | _xcen |
x center pix coords of sub images More... | |
std::vector< double > | _ycen |
y center ... More... | |
std::vector< int > | _xorig |
x origin pix coords of sub images More... | |
std::vector< int > | _yorig |
y origin ... More... | |
std::vector< int > | _xsize |
x size of sub images More... | |
std::vector< int > | _ysize |
y size ... More... | |
A class to evaluate image background levels.
Break an image up into nx*ny sub-images and use a statistical to estimate the background levels in each square. Then use a user-specified or algorithm to estimate background at a given pixel coordinate.
Methods are available to return the background at a point (inefficiently), or an entire background image. BackgroundControl contains a public StatisticsControl member to allow user control of how the backgrounds are computed.
math::BackgroundControl bctrl(7, 7); // number of sub-image squares in {x,y}-dimensions bctrl.sctrl.setNumSigmaClip(5.0); // use 5-sigma clipping for the sub-image means std::shared_ptr<math::Background> backobj = math::makeBackground(img, bctrl); // get a whole background image Image<PixelT> back = backobj->getImage<PixelT>(math::Interpolate::NATURAL_SPLINE);
// get the background at a pixel at i_x,i_y double someValue = backobj.getPixel(math::Interpolate::LINEAR, i_x, i_y);
Definition at line 468 of file Background.h.
|
inherited |
type used for any internal images, and returned by getApproximate
Definition at line 293 of file Background.h.
|
explicit |
Constructor for BackgroundMI.
Estimate the statistical properties of the Image in a grid of cells; we'll later call getImage() to interpolate those values, creating an image the same size as the original
img | ImageT (or MaskedImage) whose properties we want |
bgCtrl | Control how the BackgroundMI is estimated |
defaultValue = 10 statsImage = afwMath.cast_BackgroundMI(bkgd).getStatsImage() sim = statsImage.getImage().getArray() sim[np.isnan(sim)] = defaultValue # replace NaN by defaultValue bkgdImage = bkgd.getImageF(afwMath.Interpolate.NATURAL_SPLINE, afwMath.REDUCE_INTERP_ORDER)
There is a ticket (#2825) to allow getImage to specify a default value to use when interpolation fails
Definition at line 81 of file BackgroundMI.cc.
|
explicit |
Recreate a BackgroundMI from the statsImage and the original Image's BBox.
imageDimensions | unbinned Image's BBox |
statsImage | Internal stats image |
Definition at line 108 of file BackgroundMI.cc.
|
delete |
|
delete |
|
overridedefault |
|
inlineinherited |
Method to return an approximation to the background.
actrl | Approximation style |
undersampleStyle | Behaviour if there are too few points |
Definition at line 381 of file Background.h.
|
inlineinherited |
Return the Interpolate::Style that we actually used in the last call to getImage()
N.b. Interpolate can fallback to a lower order if there aren't enough samples
Definition at line 370 of file Background.h.
|
inlineinherited |
Return the UndersampleStyle that we actually used in the last call to getImage()
Definition at line 374 of file Background.h.
|
inlineinherited |
Definition at line 392 of file Background.h.
|
inlineinherited |
Definition at line 393 of file Background.h.
|
inlineinherited |
Method to interpolate and return the background for entire image.
interpStyle | Style of the interpolation |
undersampleStyle | Behaviour if there are too few points |
Definition at line 312 of file Background.h.
|
inlineinherited |
Method to interpolate and return the background for entire image.
interpStyle | Style of the interpolation |
undersampleStyle | Behaviour if there are too few points |
Definition at line 325 of file Background.h.
|
inlineinherited |
bbox | Bounding box for sub-image |
interpStyle | Style of the interpolation |
undersampleStyle | Behaviour if there are too few points |
Definition at line 336 of file Background.h.
|
inlineinherited |
bbox | Bounding box for sub-image |
interpStyle | Style of the interpolation |
undersampleStyle | Behaviour if there are too few points |
Definition at line 347 of file Background.h.
|
inlineinherited |
Method to interpolate and return the background for entire image.
Definition at line 362 of file Background.h.
|
inlineinherited |
Return the input image's (PARENT) bounding box.
Definition at line 390 of file Background.h.
double lsst::afw::math::BackgroundMI::getPixel | ( | Interpolate::Style const | style, |
int const | x, | ||
int const | y | ||
) | const |
Method to retrieve the background level at a pixel coord.
style | How to interpolate |
x | x-pixel coordinate (column) |
y | y-pixel coordinate (row) |
Definition at line 180 of file BackgroundMI.cc.
|
inline |
Return the background value at a point.
Definition at line 550 of file Background.h.
|
inline |
Return the image of statistical quantities extracted from the image.
Definition at line 558 of file Background.h.
|
overridevirtual |
Add a scalar to the Background (equivalent to adding a constant to the original image)
delta | Value to add |
Implements lsst::afw::math::Background.
Definition at line 170 of file BackgroundMI.cc.
|
overridevirtual |
Subtract a scalar from the Background (equivalent to subtracting a constant from the original image)
delta | Value to subtract |
Implements lsst::afw::math::Background.
Definition at line 175 of file BackgroundMI.cc.
|
delete |
|
delete |
|
mutableprotectedinherited |
the style we actually used
Definition at line 398 of file Background.h.
|
mutableprotectedinherited |
the undersampleStyle we actually used
Definition at line 399 of file Background.h.
|
protectedinherited |
control info set by user.
Definition at line 397 of file Background.h.
|
protectedinherited |
size and origin of input image
Definition at line 396 of file Background.h.
|
protectedinherited |
x center pix coords of sub images
Definition at line 401 of file Background.h.
|
protectedinherited |
x origin pix coords of sub images
Definition at line 403 of file Background.h.
|
protectedinherited |
x size of sub images
Definition at line 405 of file Background.h.
|
protectedinherited |
y center ...
Definition at line 402 of file Background.h.
|
protectedinherited |
y origin ...
Definition at line 404 of file Background.h.
|
protectedinherited |
y size ...
Definition at line 406 of file Background.h.