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-rw-r--r--src/Persistence_representations/include/gudhi/common_persistence_representations.h2
1 files changed, 1 insertions, 1 deletions
diff --git a/src/Persistence_representations/include/gudhi/common_persistence_representations.h b/src/Persistence_representations/include/gudhi/common_persistence_representations.h
index 024c99ec..66ed3bf8 100644
--- a/src/Persistence_representations/include/gudhi/common_persistence_representations.h
+++ b/src/Persistence_representations/include/gudhi/common_persistence_representations.h
@@ -49,7 +49,7 @@ using Weight = std::function<double (std::pair<double, double>) >;
using Kernel = std::function<double (std::pair<double, double>, std::pair<double, double> )>;
Kernel Gaussian_kernel(double sigma){
- return [=](std::pair<double, double> p, std::pair<double, double> q){return std::exp( -((p.first-q.first)*(p.first-q.first) + (p.second-q.second)*(p.second-q.second)) / (sigma*sigma) );};
+ return [=](std::pair<double, double> p, std::pair<double, double> q){return (1.0 / (std::sqrt(2*pi)*sigma)) * std::exp( -((p.first-q.first)*(p.first-q.first) + (p.second-q.second)*(p.second-q.second)) / (2*sigma*sigma) );};
}
Kernel polynomial_kernel(double c, double d){