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52 lines
2.4 KiB
C++
52 lines
2.4 KiB
C++
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#ifndef MLPP_CONVOLUTIONS_H
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#define MLPP_CONVOLUTIONS_H
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#include <vector>
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#include <string>
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#include "core/math/math_defs.h"
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class MLPPConvolutions {
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public:
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MLPPConvolutions();
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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);
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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);
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std::vector<std::vector<real_t>> pool(std::vector<std::vector<real_t>> input, int F, int S, std::string type);
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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);
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real_t globalPool(std::vector<std::vector<real_t>> input, std::string type);
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std::vector<real_t> globalPool(std::vector<std::vector<std::vector<real_t>>> input, std::string type);
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real_t gaussian2D(real_t x, real_t y, real_t std);
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std::vector<std::vector<real_t>> gaussianFilter2D(int size, real_t std);
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std::vector<std::vector<real_t>> dx(std::vector<std::vector<real_t>> input);
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std::vector<std::vector<real_t>> dy(std::vector<std::vector<real_t>> input);
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std::vector<std::vector<real_t>> gradMagnitude(std::vector<std::vector<real_t>> input);
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std::vector<std::vector<real_t>> gradOrientation(std::vector<std::vector<real_t>> input);
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std::vector<std::vector<std::vector<real_t>>> computeM(std::vector<std::vector<real_t>> input);
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std::vector<std::vector<std::string>> harrisCornerDetection(std::vector<std::vector<real_t>> input);
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std::vector<std::vector<real_t>> getPrewittHorizontal();
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std::vector<std::vector<real_t>> getPrewittVertical();
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std::vector<std::vector<real_t>> getSobelHorizontal();
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std::vector<std::vector<real_t>> getSobelVertical();
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std::vector<std::vector<real_t>> getScharrHorizontal();
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std::vector<std::vector<real_t>> getScharrVertical();
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std::vector<std::vector<real_t>> getRobertsHorizontal();
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std::vector<std::vector<real_t>> getRobertsVertical();
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private:
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std::vector<std::vector<real_t>> prewittHorizontal;
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std::vector<std::vector<real_t>> prewittVertical;
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std::vector<std::vector<real_t>> sobelHorizontal;
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std::vector<std::vector<real_t>> sobelVertical;
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std::vector<std::vector<real_t>> scharrHorizontal;
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std::vector<std::vector<real_t>> scharrVertical;
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std::vector<std::vector<real_t>> robertsHorizontal;
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std::vector<std::vector<real_t>> robertsVertical;
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};
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#endif // Convolutions_hpp
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