使用c语言写一个使用霍夫变化检测矩形的代码,不使用任何库函数,图像image
时间: 2024-02-28 19:56:58 浏览: 22
好的,下面是使用霍夫变换检测矩形的 C 代码:
```c
#include <stdio.h>
#include <stdlib.h>
#define MAX_ROWS 500
#define MAX_COLS 500
#define THRESHOLD 100
int image[MAX_ROWS][MAX_COLS];
void hough_transform(int rows, int cols, int accumulator[][cols]) {
int i, j, k;
// Initialize accumulator
for (i = 0; i < rows; i++) {
for (j = 0; j < cols; j++) {
accumulator[i][j] = 0;
}
}
// Perform Hough Transform
for (i = 0; i < rows; i++) {
for (j = 0; j < cols; j++) {
if (image[i][j] == 1) {
for (k = 0; k < cols; k++) {
accumulator[i][k]++;
accumulator[rows + j][k]++;
}
}
}
}
}
void find_rectangles(int rows, int cols, int accumulator[][cols]) {
int i, j, k, l;
int max_x, min_x, max_y, min_y;
int count = 0;
// Find rectangles
for (i = 0; i < rows; i++) {
for (j = 0; j < cols; j++) {
if (accumulator[i][j] > THRESHOLD) {
for (k = i + 1; k < rows; k++) {
if (accumulator[k][j] > THRESHOLD) {
for (l = j + 1; l < cols; l++) {
if (accumulator[i][l] > THRESHOLD && accumulator[k][l] > THRESHOLD) {
max_x = l;
min_x = j;
max_y = k;
min_y = i;
count++;
// Print rectangle coordinates
printf("Rectangle %d: (%d,%d) (%d,%d) (%d,%d) (%d,%d)\n", count, min_x, min_y, max_x, min_y, max_x, max_y, min_x, max_y);
}
}
}
}
}
}
}
}
int main() {
int rows, cols;
int accumulator[MAX_ROWS + MAX_COLS][MAX_COLS];
// Read image from file
FILE *fp = fopen("image.txt", "r");
fscanf(fp, "%d %d", &rows, &cols);
for (int i = 0; i < rows; i++) {
for (int j = 0; j < cols; j++) {
fscanf(fp, "%d", &image[i][j]);
}
}
fclose(fp);
// Perform Hough Transform
hough_transform(rows, cols, accumulator);
// Find rectangles
find_rectangles(rows + cols, cols, accumulator);
return 0;
}
```
这段代码中,我们首先读取图像文件 `image.txt`,然后使用霍夫变换检测矩形,并输出矩形的坐标。注意,这里我们使用了一个二维数组来表示图像,其中 `1` 表示黑色像素,`0` 表示白色像素。同时,我们使用一个二维数组来记录霍夫变换的累加器。最后,我们设置了一个阈值 `THRESHOLD`,用于筛选出符合条件的矩形。