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  • Implementation of Gaussian filter

    代码片段,留作日后用。

     1 vector<double> GaussianFilter(const vector<double> data, double standard_deviation, int filterlength)
    2 { //length of data
    3
    4 int length = data.size();
    5
    6 //position array of filter elements
    7 int* position = new int[filterlength];
    8 int middle = filterlength/2;
    9 for(int i = 0; i <filterlength; i++)
    10 {
    11 position[i] = i - middle;
    12 }
    13 long double* gaussianCoeffiecients = new long double[filterlength];
    14 long double temp1 = 1/sqrt(2* PI * square(standard_deviation));
    15 long double temp2 = 2 * square(standard_deviation);
    16 for(int i = 0; i <filterlength ; i++)
    17 {
    18 gaussianCoeffiecients[i] = temp1* exp(-square(position[i])/temp2);
    19 }
    20 //initilise result vector to be the same length
    21 vector<double> result(length);
    22
    23 for (int i = 0 ; i < length; i++)
    24 {
    25 double temp = 0.0;
    26 if(i < middle)
    27 {
    28 for(int j = middle - i ; j < filterlength; j++)
    29 {
    30 temp += data[i - middle + j] * gaussianCoeffiecients[j];
    31 }
    32 }
    33 else if(i >= middle; i <= length - 1 - middle)
    34 {
    35 for(int j = 0; j < filterlength; j++)
    36 {
    37 temp += data[i-middle+j]* gaussianCoeffiecients[j];
    38 }
    39 }
    40 else if (i > length - middle - 1)
    41 {
    42 int lastfilterelement = middle + difference(length,i)- 1;
    43 for(int j = 0; j < lastfilterelement; j++)
    44 {
    45 temp += data[i-middle+j]* gaussianCoeffiecients[j];
    46 }
    47 }
    48 else
    49 {//Not Possiable
    50 }
    51 result[i] = temp;
    52 }
    53 //memory clean up
    54 delete[] gaussianCoeffiecients;
    55 delete[] position;
    56
    57 //return result array
    58 return result;
    59 }

      

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  • 原文地址:https://www.cnblogs.com/JohnShao/p/2151463.html
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