我希望能够比较 2 个图像(相同格式)并对这些图像执行位级比较。1)为标题创建结构。2)打开文件并读取从 SOI 标记的图像数据偏移开始的内容。3)将各自的值存储在 3d 数组或向量数组中。4)进行元素比较和返回一个结果。我已经成功地能够使用 fread() 为 bmp 执行此操作,并将 3d 数组用作容器,其中包含可以分配和取消分配内存的方法。(但 bmp 是未压缩的图像)。不知何故,这个过程对于 jpeg 和 tiff 来说似乎要困难得多。即使在理解了这两种格式的标题格式之后,我的代码也说它无法读取元素 [45][24] 的颜色。
我的 bmp 代码如下: ...snip ...
unsigned char*** create3dArray(FILE **fptr1,int height,int width,int depth)
{
unsigned char*** databuff = new unsigned char **[height];
// Allocate an array for each element of the first array
for(int x = 0; x < height; ++x)
{
databuff[x] = new unsigned char *[width];
// Allocate an array of integers for each element of this array
for(int y = 0; y < width; ++y)
{
databuff[x][y] = new unsigned char[depth];
// Specify an initial value (if desired)
for(int z = 0; z < depth; ++z)
{
databuff[x][y][z] = -1;
}
}
}
if ((sizeof(fheader) != 14) || (sizeof(iheader) != 40))
{
printf("Header structs are not properly packed\n");
return 0;
}
if (fread(&fheader, sizeof(fheader), 1, *fptr1) != 1)
{
printf("Couldn't read fheader.\n");
return 0;
}
if (fread(&iheader, sizeof(iheader), 1, *fptr1) != 1)
{
printf("Couldn't read iheader.\n");
return 0;
}
// uncomment to get an idea of what the headers look like.
if ((iheader.height != height) || (iheader.width != width) || (iheader.bits != 24))
{
printf("This only works for 512x512 24-color bitmaps\n");
return 0;
}
if (fheader.offset != 54) {
printf("This only works if the offset is equal to 54\n");
return 0;
}
for (int i = 0; i < iheader.height; i++) {
for (int j = 0; j < iheader.width; j++) {
if (fread(&databuff[i][j][0], 3, 1, *fptr1) != 1 ){
printf("Couldn't read colors for element [%d][%d]\n", i, j);
return 0;
}
}
}
return databuff;
}
template <typename Tx>
void destroy3dArray(Tx*** myArray)
{
delete[] **myArray;
delete[] *myArray;
delete[] myArray;
}
int main()
{
FILE *fptr1,*fptr2; // two file pointers one for each file.
int count=0;
float total_bits=0;
float ber=0; //variable for bit error rate
int width,height,depth;
cout<<"Please enter height of the image "<<endl;
cin>>height;
cout<<"Please enter width of the image "<<endl;
cin>>width;
cout<<"Please enter depth of the image. The max depth can be 3 for RGB values"<<endl;
cin>>depth;
char *filename = "lena512.bmp";
char *filename2 = "lena512_2.bmp";
//std::string trueBinaryDataInString[512][512][3];
if ((fptr1 = fopen(filename, "r")) == NULL) {
printf("Coulsn't open file %s for reading.\n", filename);
return 1;
}
unsigned char*** trueArray = create3dArray(&fptr1,height,width,depth);
for(int i=0;i<height;i++)
{
//std::cout << "Row " << i << std::endl;
for(int j=0;j<width;j++)
{
for(int k=0;k<depth;k++)
{
total_bits += ToBinary(trueArray[i][j][k]).length();
}
//std::cout<<endl;
}
//std::cout<<endl;
}
std::cout << total_bits<<endl;
//createAnddestroy3dArray<unsigned char> MyArray;
if ((fptr2 = fopen(filename2, "r")) == NULL) {
printf("Coulsn't open file %s for reading.\n", filename2);
return 1;
}
unsigned char*** trueArray2 = create3dArray(&fptr2,height,width,depth);
/*for(int i=0;i<512;i++)
{
std::cout << "Row " << i << std::endl;
for(int j=0;j<512;j++)
{
for(int k=0;k<3;k++)
{
std::cout<<" "<<ToBinary(trueArray2[i][j][k]);
}
std::cout<<endl;
}
std::cout<<endl;
}
*/
/******** BIT Error Rate Calculation ******/
for(int i=0;i<height;i++)
{
for(int j=0;j<width;j++)
{
for(int k=0;k<depth;k++)
{
if(ToBinary(trueArray[i][j][k])!= ToBinary(trueArray2[i][j][k]))
{
std::cout<<ToBinary(trueArray[i][j][k])<< " " <<ToBinary(trueArray2[i] [j][k])<<endl;
count++;
}
else
continue;
}
}
}
ber = (count/total_bits)*100;
std::cout<<"Bit Error Rate (BER) = "<<ber<<endl;
destroy3dArray<unsigned char>(trueArray); //Deallocating memory for array 1
destroy3dArray<unsigned char>(trueArray2); //Deallocating memory for array 2
return 0;
}