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//------------------------------------------------------------------------------
// This file is part of the OpenStructure project <www.openstructure.org>
//
// Copyright (C) 2008-2020 by the OpenStructure authors
// Copyright (C) 2003-2010 by the IPLT authors
//
// This library is free software; you can redistribute it and/or modify it under
// the terms of the GNU Lesser General Public License as published by the Free
// Software Foundation; either version 3.0 of the License, or (at your option)
// any later version.
// This library 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 Lesser General Public License for more
// details.
//
// You should have received a copy of the GNU Lesser General Public License
// along with this library; if not, write to the Free Software Foundation, Inc.,
// 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
//------------------------------------------------------------------------------
/*
Author: Ansgar Philippsen
*/
#include <iostream>
#include "tests.hh"
#include <ost/img/image.hh>
#include <ost/img/alg/stat.hh>
#include <ost/img/alg/stat_accumulator.hh>
namespace test_stat {
using namespace ost::img;
using namespace ost::img::alg;
void test() {
Real val[3][3] = {
{3.0,1.0,5.0},{6.0,9.0,2.0},{4.0,7.0,8.0}
};
ImageHandle im = CreateImage(Extent(Point(0,0),Size(3,3)));
for(int u=0;u<3;++u) {
for(int v=0;v<3;++v) {
im.SetReal(Point(u,v),val[u][v]);
}
}
Stat stat;
im.Apply(stat);
BOOST_CHECK_CLOSE(stat.GetMean(),Real(5.0),Real(0.0001));
BOOST_CHECK_CLOSE(stat.GetStandardDeviation(),Real(2.58198889747),Real(0.0001));
BOOST_CHECK_CLOSE(stat.GetSkewness()+Real(0.5),Real(0.5),Real(0.0001));
BOOST_CHECK_CLOSE(stat.GetKurtosis(),Real(1.77),Real(0.0001));
// check for rounding errors
im+=10000.0;
im.Apply(stat);
BOOST_CHECK_CLOSE(stat.GetMean(),Real(10005.0),Real(0.0001));
BOOST_CHECK_CLOSE(stat.GetStandardDeviation(),Real(2.58198889747),Real(0.01));
BOOST_CHECK_CLOSE(stat.GetSkewness()+Real(0.5),Real(0.5),Real(0.01));
BOOST_CHECK_CLOSE(stat.GetKurtosis(),Real(1.77),Real(0.01));
StatAccumulator<> acc;
for(int u=0;u<3;++u) {
for(int v=0;v<3;++v) {
acc(val[u][v]);
}
}
BOOST_CHECK_CLOSE(acc.GetMean(),Real(5.0),Real(0.0001));
BOOST_CHECK_CLOSE(acc.GetStandardDeviation(),Real(2.58198889747),Real(0.0001));
BOOST_CHECK_CLOSE(acc.GetSkewness()+Real(0.5),Real(0.5),Real(0.0001));
BOOST_CHECK_CLOSE(acc.GetKurtosis(),Real(1.77),Real(0.0001));
StatAccumulator<> acc1,acc2,acc3;
for(int u=0;u<3;++u) {
acc1(val[u][0]);
acc2(val[u][1]);
acc3(val[u][2]);
}
StatAccumulator<> acc_c=acc1+acc2+acc3;
BOOST_CHECK_CLOSE(acc_c.GetMean(),Real(5.0),Real(0.0001));
BOOST_CHECK_CLOSE(acc_c.GetStandardDeviation(),Real(2.58198889747),Real(0.0001));
BOOST_CHECK_CLOSE(acc_c.GetSkewness()+Real(0.5),Real(0.5),Real(0.0001));
BOOST_CHECK_CLOSE(acc_c.GetKurtosis(),Real(1.77),Real(0.0001));
// check accumulator template for restriction to lower order moments
StatAccumulator<3> acc4;
for(int u=0;u<3;++u) {
for(int v=0;v<3;++v) {
acc4(val[u][v]);
}
}
BOOST_CHECK_CLOSE(acc4.GetMean(),Real(5.0),Real(0.0001));
BOOST_CHECK_CLOSE(acc4.GetStandardDeviation(),Real(2.58198889747),Real(0.0001));
BOOST_CHECK_CLOSE(acc4.GetSkewness()+Real(0.5),Real(0.5),Real(0.0001));
BOOST_CHECK_THROW(acc4.GetKurtosis(),ost::Error);
StatAccumulator<2> acc5;
for(int u=0;u<3;++u) {
for(int v=0;v<3;++v) {
acc5(val[u][v]);
}
}
BOOST_CHECK_CLOSE(acc5.GetMean(),Real(5.0),Real(0.0001));
BOOST_CHECK_CLOSE(acc5.GetStandardDeviation(),Real(2.58198889747),Real(0.0001));
BOOST_CHECK_THROW(acc5.GetSkewness(),ost::Error);
BOOST_CHECK_THROW(acc5.GetKurtosis(),ost::Error);
StatAccumulator<1> acc6;
for(int u=0;u<3;++u) {
for(int v=0;v<3;++v) {
acc6(val[u][v]);
}
}
BOOST_CHECK_CLOSE(acc6.GetMean(),Real(5.0),Real(0.0001));
BOOST_CHECK_THROW(acc6.GetStandardDeviation(),ost::Error);
BOOST_CHECK_THROW(acc6.GetSkewness(),ost::Error);
BOOST_CHECK_THROW(acc6.GetKurtosis(),ost::Error);
StatAccumulator<0> acc7;
for(int u=0;u<3;++u) {
for(int v=0;v<3;++v) {
acc7(val[u][v]);
}
}
BOOST_CHECK_THROW(acc7.GetMean(),ost::Error);
BOOST_CHECK_THROW(acc7.GetStandardDeviation(),ost::Error);
BOOST_CHECK_THROW(acc7.GetSkewness(),ost::Error);
BOOST_CHECK_THROW(acc7.GetKurtosis(),ost::Error);
}
} // namespace
test_suite* CreateStatTest()
{
using namespace test_stat;
test_suite* ts=BOOST_TEST_SUITE("Stat Alg Test");
ts->add(BOOST_TEST_CASE(&test));
return ts;
}
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