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authormcarrier <mcarrier@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2018-02-16 15:43:29 +0000
committermcarrier <mcarrier@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2018-02-16 15:43:29 +0000
commitff0dc023588e3b33bc4bc7f26ce1f68c647ae441 (patch)
treea6f839885acbbefe07ffeeca996eea77dc136e96 /src/Persistence_representations/example/persistence_weighted_gaussian.cpp
parent69c683e663329d8410ca77c371f877bcc3bef906 (diff)
git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/kernels@3251 636b058d-ea47-450e-bf9e-a15bfbe3eedb
Former-commit-id: 80f084fc990df6e5c6b60ac83514220aba2ceb5c
Diffstat (limited to 'src/Persistence_representations/example/persistence_weighted_gaussian.cpp')
-rw-r--r--src/Persistence_representations/example/persistence_weighted_gaussian.cpp34
1 files changed, 19 insertions, 15 deletions
diff --git a/src/Persistence_representations/example/persistence_weighted_gaussian.cpp b/src/Persistence_representations/example/persistence_weighted_gaussian.cpp
index e95b9445..a0e820ea 100644
--- a/src/Persistence_representations/example/persistence_weighted_gaussian.cpp
+++ b/src/Persistence_representations/example/persistence_weighted_gaussian.cpp
@@ -44,21 +44,24 @@ int main(int argc, char** argv) {
persistence2.push_back(std::make_pair(3, 5));
persistence2.push_back(std::make_pair(6, 10));
- PWG PWG1(persistence1);
- PWG PWG2(persistence2);
double sigma = 1;
double tau = 1;
- int m = 1000;
+ int m = 10000;
+ PWG PWG1(persistence1, sigma, m, PWG::arctan_weight);
+ PWG PWG2(persistence2, sigma, m, PWG::arctan_weight);
+
+ PWG PWGex1(persistence1, sigma, -1, PWG::arctan_weight);
+ PWG PWGex2(persistence2, sigma, -1, PWG::arctan_weight);
// Linear PWG
- std::cout << PWG1.compute_scalar_product (PWG2, sigma, PWG::arctan_weight, m) << std::endl;
- std::cout << PWG1.compute_scalar_product (PWG2, sigma, PWG::arctan_weight, -1) << std::endl;
+ std::cout << PWG1.compute_scalar_product (PWG2) << std::endl;
+ std::cout << PWGex1.compute_scalar_product (PWGex2) << std::endl;
- std::cout << PWG1.distance (PWG2, sigma, PWG::arctan_weight, m) << std::endl;
- std::cout << PWG1.distance (PWG2, sigma, PWG::arctan_weight, -1) << std::endl;
+ std::cout << PWG1.distance (PWG2) << std::endl;
+ std::cout << PWGex1.distance (PWGex2) << std::endl;
@@ -68,8 +71,8 @@ int main(int argc, char** argv) {
// Gaussian PWG
- std::cout << std::exp( -PWG1.distance (PWG2, sigma, PWG::arctan_weight, m, 2) ) / (2*tau*tau) << std::endl;
- std::cout << std::exp( -PWG1.distance (PWG2, sigma, PWG::arctan_weight, -1, 2) ) / (2*tau*tau) << std::endl;
+ std::cout << std::exp( -PWG1.distance (PWG2, 2) ) / (2*tau*tau) << std::endl;
+ std::cout << std::exp( -PWGex1.distance (PWGex2, 2) ) / (2*tau*tau) << std::endl;
@@ -82,14 +85,15 @@ int main(int argc, char** argv) {
PD pd1 = persistence1; int numpts = persistence1.size(); for(int i = 0; i < numpts; i++) pd1.emplace_back(persistence1[i].second,persistence1[i].first);
PD pd2 = persistence2; numpts = persistence2.size(); for(int i = 0; i < numpts; i++) pd2.emplace_back(persistence2[i].second,persistence2[i].first);
- PWG pwg1(pd1);
- PWG pwg2(pd2);
+ PWG pwg1(pd1, 2*std::sqrt(sigma), m, PWG::pss_weight);
+ PWG pwg2(pd2, 2*std::sqrt(sigma), m, PWG::pss_weight);
+
+ PWG pwgex1(pd1, 2*std::sqrt(sigma), -1, PWG::pss_weight);
+ PWG pwgex2(pd2, 2*std::sqrt(sigma), -1, PWG::pss_weight);
- std::cout << pwg1.compute_scalar_product (pwg2, 2*std::sqrt(sigma), PWG::pss_weight, m) / (16*pi*sigma) << std::endl;
- std::cout << pwg1.compute_scalar_product (pwg2, 2*std::sqrt(sigma), PWG::pss_weight, -1) / (16*pi*sigma) << std::endl;
+ std::cout << pwg1.compute_scalar_product (pwg2) / (16*pi*sigma) << std::endl;
+ std::cout << pwgex1.compute_scalar_product (pwgex2) / (16*pi*sigma) << std::endl;
- std::cout << pwg1.distance (pwg2, 2*std::sqrt(sigma), PWG::pss_weight, m) / (16*pi*sigma) << std::endl;
- std::cout << pwg1.distance (pwg2, 2*std::sqrt(sigma), PWG::pss_weight, -1) / (16*pi*sigma) << std::endl;
return 0;