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#include <stdio.h>
#include <ctime>
#include <stdlib.h>
#define H 5
#define W 500
float kx[3]={0.25,0.5,0.25};
float ky[3]={0.25,0.5,0.25};
void applySeparableGaussianBlur(float src[H][W], float dst[H][W], int h, int w, float kx[3], float ky[3])
{
float buf[H][W-1]={0};
for(int k = 0; k< 2; ++k)
{
for (int j = 1; j < w - 1; ++j)
{
buf[k][j] = src[k][j - 1] * kx[0] + src[k][j] * kx[1] + src[k][j + 1] * kx[2];
}
}
//开始进行可分离卷积
for (int i = 2; i < h ; i++)
{
// 计算当前行的行内卷积
for (int j = 1; j < w - 1; j++)
{
buf[i][j] = src[i][j-1]*kx[0] + src[i][j]*kx[1] + src[i][j+1]*kx[2];
dst[i-1][j] = buf[i-2][j]*ky[0] + buf[i-1][j]*ky[1] + buf[i][j]*ky[2];
}
}
}
int main()
{
float inputImage[H][W]={0};
float dst[H][W]={0};
for(int i=0;i<H;i++)
{
for(int j=0;j<W;j++)
{
inputImage[i][j]=W*i+j+1;
dst[i][j]=W*i+j+1;
}
}
clock_t start = clock();
applySeparableGaussianBlur(inputImage, dst, H, W, kx, ky);
clock_t end = clock();
double time_spent = double(end - start) / CLOCKS_PER_SEC;
printf("算法运行时间:%lf秒\n",time_spent);
for(int i=0;i<H;i++)
{
for(int j=0;j<W;j++)
{
printf("%f ",dst[i][j]);
}
printf("\n");
}
}