LSSTApplications  19.0.0-14-gb0260a2+72efe9b372,20.0.0+7927753e06,20.0.0+8829bf0056,20.0.0+995114c5d2,20.0.0+b6f4b2abd1,20.0.0+bddc4f4cbe,20.0.0-1-g253301a+8829bf0056,20.0.0-1-g2b7511a+0d71a2d77f,20.0.0-1-g5b95a8c+7461dd0434,20.0.0-12-g321c96ea+23efe4bbff,20.0.0-16-gfab17e72e+fdf35455f6,20.0.0-2-g0070d88+ba3ffc8f0b,20.0.0-2-g4dae9ad+ee58a624b3,20.0.0-2-g61b8584+5d3db074ba,20.0.0-2-gb780d76+d529cf1a41,20.0.0-2-ged6426c+226a441f5f,20.0.0-2-gf072044+8829bf0056,20.0.0-2-gf1f7952+ee58a624b3,20.0.0-20-geae50cf+e37fec0aee,20.0.0-25-g3dcad98+544a109665,20.0.0-25-g5eafb0f+ee58a624b3,20.0.0-27-g64178ef+f1f297b00a,20.0.0-3-g4cc78c6+e0676b0dc8,20.0.0-3-g8f21e14+4fd2c12c9a,20.0.0-3-gbd60e8c+187b78b4b8,20.0.0-3-gbecbe05+48431fa087,20.0.0-38-ge4adf513+a12e1f8e37,20.0.0-4-g97dc21a+544a109665,20.0.0-4-gb4befbc+087873070b,20.0.0-4-gf910f65+5d3db074ba,20.0.0-5-gdfe0fee+199202a608,20.0.0-5-gfbfe500+d529cf1a41,20.0.0-6-g64f541c+d529cf1a41,20.0.0-6-g9a5b7a1+a1cd37312e,20.0.0-68-ga3f3dda+5fca18c6a4,20.0.0-9-g4aef684+e18322736b,w.2020.45
LSSTDataManagementBasePackage
basisLists.cc
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1 /*
2  * LSST Data Management System
3  *
4  * This product includes software developed by the
5  * LSST Project (http://www.lsst.org/).
6  * See the COPYRIGHT file
7  *
8  * This program is free software: you can redistribute it and/or modify
9  * it under the terms of the GNU General Public License as published by
10  * the Free Software Foundation, either version 3 of the License, or
11  * (at your option) any later version.
12  *
13  * This program is distributed in the hope that it will be useful,
14  * but WITHOUT ANY WARRANTY; without even the implied warranty of
15  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
16  * GNU General Public License for more details.
17  *
18  * You should have received a copy of the LSST License Statement and
19  * the GNU General Public License along with this program. If not,
20  * see <https://www.lsstcorp.org/LegalNotices/>.
21  */
22 #include "pybind11/pybind11.h"
23 #include "pybind11/eigen.h"
24 #include "pybind11/stl.h"
25 
26 #include <Eigen/Core>
27 
28 #include "ndarray/pybind11.h"
29 
31 
32 namespace py = pybind11;
33 using namespace pybind11::literals;
34 
35 namespace lsst {
36 namespace ip {
37 namespace diffim {
38 
39 PYBIND11_MODULE(basisLists, mod) {
40  py::module::import("lsst.afw.math");
41  py::module::import("lsst.daf.base");
42 
43  mod.def("makeDeltaFunctionBasisList", &makeDeltaFunctionBasisList, "width"_a, "height"_a);
44  mod.def("makeRegularizationMatrix", &makeRegularizationMatrix, "ps"_a);
45  mod.def("makeForwardDifferenceMatrix", &makeForwardDifferenceMatrix, "width"_a, "height"_a, "orders"_a,
46  "borderPenalty"_a, "fitForBackground"_a);
47  mod.def("makeCentralDifferenceMatrix", &makeCentralDifferenceMatrix, "width"_a, "height"_a, "stencil"_a,
48  "borderPenalty"_a, "fitForBackground"_a);
49  mod.def("renormalizeKernelList", &renormalizeKernelList, "kernelListIn"_a);
50  mod.def("makeAlardLuptonBasisList", &makeAlardLuptonBasisList, "halfWidth"_a, "nGauss"_a, "sigGauss"_a,
51  "degGauss"_a);
52 }
53 
54 } // diffim
55 } // ip
56 } // lsst
lsst::ip::diffim::makeRegularizationMatrix
Eigen::MatrixXd makeRegularizationMatrix(lsst::daf::base::PropertySet const &ps)
Build a regularization matrix for Delta function kernels.
Definition: BasisLists.cc:149
lsst::ip::diffim::PYBIND11_MODULE
PYBIND11_MODULE(basisLists, mod)
Definition: basisLists.cc:39
lsst::ip::diffim::makeDeltaFunctionBasisList
lsst::afw::math::KernelList makeDeltaFunctionBasisList(int width, int height)
Build a set of Delta Function basis kernels.
Definition: BasisLists.cc:47
BasisLists.h
Subroutines associated with generating, normalising, and regularising Basis functions.
lsst
A base class for image defects.
Definition: imageAlgorithm.dox:1
lsst::ip::diffim::makeCentralDifferenceMatrix
Eigen::MatrixXd makeCentralDifferenceMatrix(int width, int height, int stencil, float borderPenalty, bool fitForBackground)
Build a central difference Laplacian regularization matrix for Delta function kernels.
Definition: BasisLists.cc:209
lsst::ip::diffim::makeAlardLuptonBasisList
lsst::afw::math::KernelList makeAlardLuptonBasisList(int halfWidth, int nGauss, std::vector< double > const &sigGauss, std::vector< int > const &degGauss)
Build a set of Alard/Lupton basis kernels.
Definition: BasisLists.cc:78
pybind11
Definition: _GenericMap.cc:40
lsst::ip::diffim::renormalizeKernelList
lsst::afw::math::KernelList renormalizeKernelList(lsst::afw::math::KernelList const &kernelListIn)
Renormalize a list of basis kernels.
Definition: BasisLists.cc:414
lsst::ip::diffim::makeForwardDifferenceMatrix
Eigen::MatrixXd makeForwardDifferenceMatrix(int width, int height, std::vector< int > const &orders, float borderPenalty, bool fitForBackground)
Build a forward difference regularization matrix for Delta function kernels.
Definition: BasisLists.cc:311