mirror of
https://github.com/Relintai/pmlpp.git
synced 2024-11-13 13:57:19 +01:00
52 lines
2.4 KiB
C++
52 lines
2.4 KiB
C++
|
|
#ifndef MLPP_CONVOLUTIONS_H
|
|
#define MLPP_CONVOLUTIONS_H
|
|
|
|
#include <vector>
|
|
#include <string>
|
|
|
|
#include "core/math/math_defs.h"
|
|
|
|
class MLPPConvolutions {
|
|
public:
|
|
MLPPConvolutions();
|
|
std::vector<std::vector<real_t>> convolve(std::vector<std::vector<real_t>> input, std::vector<std::vector<real_t>> filter, int S, int P = 0);
|
|
std::vector<std::vector<std::vector<real_t>>> convolve(std::vector<std::vector<std::vector<real_t>>> input, std::vector<std::vector<std::vector<real_t>>> filter, int S, int P = 0);
|
|
std::vector<std::vector<real_t>> pool(std::vector<std::vector<real_t>> input, int F, int S, std::string type);
|
|
std::vector<std::vector<std::vector<real_t>>> pool(std::vector<std::vector<std::vector<real_t>>> input, int F, int S, std::string type);
|
|
real_t globalPool(std::vector<std::vector<real_t>> input, std::string type);
|
|
std::vector<real_t> globalPool(std::vector<std::vector<std::vector<real_t>>> input, std::string type);
|
|
|
|
real_t gaussian2D(real_t x, real_t y, real_t std);
|
|
std::vector<std::vector<real_t>> gaussianFilter2D(int size, real_t std);
|
|
|
|
std::vector<std::vector<real_t>> dx(std::vector<std::vector<real_t>> input);
|
|
std::vector<std::vector<real_t>> dy(std::vector<std::vector<real_t>> input);
|
|
|
|
std::vector<std::vector<real_t>> gradMagnitude(std::vector<std::vector<real_t>> input);
|
|
std::vector<std::vector<real_t>> gradOrientation(std::vector<std::vector<real_t>> input);
|
|
|
|
std::vector<std::vector<std::vector<real_t>>> computeM(std::vector<std::vector<real_t>> input);
|
|
std::vector<std::vector<std::string>> harrisCornerDetection(std::vector<std::vector<real_t>> input);
|
|
|
|
std::vector<std::vector<real_t>> getPrewittHorizontal();
|
|
std::vector<std::vector<real_t>> getPrewittVertical();
|
|
std::vector<std::vector<real_t>> getSobelHorizontal();
|
|
std::vector<std::vector<real_t>> getSobelVertical();
|
|
std::vector<std::vector<real_t>> getScharrHorizontal();
|
|
std::vector<std::vector<real_t>> getScharrVertical();
|
|
std::vector<std::vector<real_t>> getRobertsHorizontal();
|
|
std::vector<std::vector<real_t>> getRobertsVertical();
|
|
|
|
private:
|
|
std::vector<std::vector<real_t>> prewittHorizontal;
|
|
std::vector<std::vector<real_t>> prewittVertical;
|
|
std::vector<std::vector<real_t>> sobelHorizontal;
|
|
std::vector<std::vector<real_t>> sobelVertical;
|
|
std::vector<std::vector<real_t>> scharrHorizontal;
|
|
std::vector<std::vector<real_t>> scharrVertical;
|
|
std::vector<std::vector<real_t>> robertsHorizontal;
|
|
std::vector<std::vector<real_t>> robertsVertical;
|
|
};
|
|
|
|
#endif // Convolutions_hpp
|