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51 lines
2.8 KiB
C++
51 lines
2.8 KiB
C++
#ifndef Convolutions_hpp
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#define Convolutions_hpp
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#include <vector>
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namespace MLPP{
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class Convolutions{
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public:
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Convolutions();
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std::vector<std::vector<double>> convolve(std::vector<std::vector<double>> input, std::vector<std::vector<double>> filter, int S, int P = 0);
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std::vector<std::vector<std::vector<double>>> convolve(std::vector<std::vector<std::vector<double>>> input, std::vector<std::vector<std::vector<double>>> filter, int S, int P = 0);
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std::vector<std::vector<double>> pool(std::vector<std::vector<double>> input, int F, int S, std::string type);
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std::vector<std::vector<std::vector<double>>> pool(std::vector<std::vector<std::vector<double>>> input, int F, int S, std::string type);
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double globalPool(std::vector<std::vector<double>> input, std::string type);
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std::vector<double> globalPool(std::vector<std::vector<std::vector<double>>> input, std::string type);
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double gaussian2D(double x, double y, double std);
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std::vector<std::vector<double>> gaussianFilter2D(int size, double std);
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std::vector<std::vector<double>> dx(std::vector<std::vector<double>> input);
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std::vector<std::vector<double>> dy(std::vector<std::vector<double>> input);
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std::vector<std::vector<double>> gradMagnitude(std::vector<std::vector<double>> input);
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std::vector<std::vector<double>> gradOrientation(std::vector<std::vector<double>> input);
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std::vector<std::vector<std::vector<double>>> computeM(std::vector<std::vector<double>> input);
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std::vector<std::vector<std::string>> harrisCornerDetection(std::vector<std::vector<double>> input);
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std::vector<std::vector<double>> getPrewittHorizontal();
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std::vector<std::vector<double>> getPrewittVertical();
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std::vector<std::vector<double>> getSobelHorizontal();
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std::vector<std::vector<double>> getSobelVertical();
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std::vector<std::vector<double>> getScharrHorizontal();
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std::vector<std::vector<double>> getScharrVertical();
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std::vector<std::vector<double>> getRobertsHorizontal();
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std::vector<std::vector<double>> getRobertsVertical();
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private:
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std::vector<std::vector<double>> prewittHorizontal;
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std::vector<std::vector<double>> prewittVertical;
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std::vector<std::vector<double>> sobelHorizontal;
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std::vector<std::vector<double>> sobelVertical;
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std::vector<std::vector<double>> scharrHorizontal;
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std::vector<std::vector<double>> scharrVertical;
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std::vector<std::vector<double>> robertsHorizontal;
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std::vector<std::vector<double>> robertsVertical;
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};
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}
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#endif // Convolutions_hpp
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