Mercurial > repos > pointsource_algs / file comparison
comparison: src/kernels/gaussian.rs
src/kernels/gaussian.rs
- branch
- dev
- changeset 38
- 0f59c0d02e13
- parent 35
- b087e3eab191
equal
deleted
inserted
replaced
| 37:c5d8bd1a7728 | 38:0f59c0d02e13 |
|---|---|
| 1 //! Implementation of the gaussian kernel. | 1 //! Implementation of the gaussian kernel. |
| 2 | 2 |
| 3 use float_extras::f64::erf; | 3 use float_extras::f64::erf; |
| 4 use numeric_literals::replace_float_literals; | 4 use numeric_literals::replace_float_literals; |
| 5 use serde::Serialize; | 5 use serde::{Serialize, Deserialize}; |
| 6 use alg_tools::types::*; | 6 use alg_tools::types::*; |
| 7 use alg_tools::euclidean::Euclidean; | 7 use alg_tools::euclidean::Euclidean; |
| 8 use alg_tools::norms::*; | 8 use alg_tools::norms::*; |
| 9 use alg_tools::loc::Loc; | 9 use alg_tools::loc::Loc; |
| 10 use alg_tools::sets::Cube; | 10 use alg_tools::sets::Cube; |
| 32 | 32 |
| 33 /// Storage presentation of the the anisotropic gaussian kernel of `variance` $σ^2$. | 33 /// Storage presentation of the the anisotropic gaussian kernel of `variance` $σ^2$. |
| 34 /// | 34 /// |
| 35 /// This is the function $f(x) = C e^{-\\|x\\|\_2^2/(2σ^2)}$ for $x ∈ ℝ^N$ | 35 /// This is the function $f(x) = C e^{-\\|x\\|\_2^2/(2σ^2)}$ for $x ∈ ℝ^N$ |
| 36 /// with $C=1/(2πσ^2)^{N/2}$. | 36 /// with $C=1/(2πσ^2)^{N/2}$. |
| 37 #[derive(Copy,Clone,Debug,Serialize,Eq)] | 37 #[derive(Copy,Clone,Debug,Serialize,Deserialize,Eq)] |
| 38 pub struct Gaussian<S : Constant, const N : usize> { | 38 pub struct Gaussian<S : Constant, const N : usize> { |
| 39 /// The variance $σ^2$. | 39 /// The variance $σ^2$. |
| 40 pub variance : S, | 40 pub variance : S, |
| 41 } | 41 } |
| 42 | 42 |
