bmp图像平均滤波C语言
时间: 2023-09-24 21:06:00 浏览: 45
实现代码是什么?
以下是一个简单的C程序示例,用于实现BMP图像的平均滤波:
```c
#include <stdio.h>
#include <stdlib.h>
#include <stdint.h>
#pragma pack(push, 1)
typedef struct
{
uint16_t bfType;
uint32_t bfSize;
uint16_t bfReserved1;
uint16_t bfReserved2;
uint32_t bfOffBits;
} BITMAPFILEHEADER;
typedef struct
{
uint32_t biSize;
int32_t biWidth;
int32_t biHeight;
uint16_t biPlanes;
uint16_t biBitCount;
uint32_t biCompression;
uint32_t biSizeImage;
int32_t biXPelsPerMeter;
int32_t biYPelsPerMeter;
uint32_t biClrUsed;
uint32_t biClrImportant;
} BITMAPINFOHEADER;
#pragma pack(pop)
void convolve(unsigned char* img, int imgWidth, int imgHeight,
unsigned char* kernel, int kernelWidth, int kernelHeight,
unsigned char** output)
{
int x, y, i, j, k;
unsigned char acc;
int kOffX = (kernelWidth / 2);
int kOffY = (kernelHeight / 2);
*output = (unsigned char*)malloc(imgWidth * imgHeight);
memset(*output, 0, sizeof(unsigned char) * imgWidth * imgHeight);
for (y = 0; y < imgHeight; y++)
{
for (x = 0; x < imgWidth; x++)
{
acc = 0;
for (j = 0; j < kernelHeight; j++)
{
for (i = 0; i < kernelWidth; i++)
{
int px = x - kOffX + i;
int py = y - kOffY + j;
if (px < 0 || py < 0 || px >= imgWidth || py >= imgHeight)
continue;
acc += img[py * imgWidth + px] * kernel[j * kernelWidth + i];
}
}
(*output)[y * imgWidth + x] = acc / (kernelWidth * kernelHeight);
}
}
}
int main()
{
BITMAPFILEHEADER fileHeader;
BITMAPINFOHEADER infoHeader;
FILE* f = fopen("input.bmp", "rb");
if (!f)
return -1;
fread(&fileHeader, sizeof(fileHeader), 1, f);
fread(&infoHeader, sizeof(infoHeader), 1, f);
fseek(f, fileHeader.bfOffBits, SEEK_SET);
int imgWidth = infoHeader.biWidth;
int imgHeight = infoHeader.biHeight;
int imgSize = imgWidth * imgHeight;
unsigned char* img = (unsigned char*)malloc(imgSize);
size_t bytesRead = fread(img, 1, imgSize, f);
fclose(f);
unsigned char kernel[] =
{
1, 1, 1,
1, 1, 1,
1, 1, 1
};
unsigned char* output;
convolve(img, imgWidth, imgHeight, kernel, 3, 3, &output);
f = fopen("output.bmp", "wb");
if (!f)
return -1;
fwrite(&fileHeader, sizeof(fileHeader), 1, f);
fwrite(&infoHeader, sizeof(infoHeader), 1, f);
fwrite(output, 1, imgSize, f);
fclose(f);
free(img);
free(output);
return 0;
}
```
该程序的输入是名为“input.bmp”的24位BMP图像文件,它将进行平均值滤波,并生成名为“output.bmp”的输出文件。平滑卷积核的大小是3x3。请注意,此示例程序假定输入图像的大小与输出图像的大小相同,并且BMP文件中的图像数据以行为主序存储。实际的实现可能需要进行更多的健壮性检查和优化。