c++获取dicom图像区域内像素方差
时间: 2023-10-18 13:06:20 浏览: 161
要获取DICOM图像区域内像素方差,您需要使用DICOM图像处理库,如DCMTK或ITK。以下是使用ITK库计算DICOM图像区域内像素方差的代码示例:
```cpp
#include "itkImage.h"
#include "itkImageRegionIterator.h"
#include "itkImageFileReader.h"
typedef itk::Image< short, 3 > ImageType;
int main( int argc, char *argv[] )
{
if( argc < 7 )
{
std::cerr << "Usage: " << std::endl;
std::cerr << argv[0] << " inputImage startX startY startZ sizeX sizeY sizeZ" << std::endl;
return EXIT_FAILURE;
}
typedef itk::ImageFileReader< ImageType > ReaderType;
ReaderType::Pointer reader = ReaderType::New();
reader->SetFileName( argv[1] );
reader->Update();
ImageType::IndexType start;
start[0] = atoi( argv[2] );
start[1] = atoi( argv[3] );
start[2] = atoi( argv[4] );
ImageType::SizeType size;
size[0] = atoi( argv[5] );
size[1] = atoi( argv[6] );
size[2] = atoi( argv[7] );
ImageType::RegionType region;
region.SetSize( size );
region.SetIndex( start );
itk::ImageRegionIterator< ImageType > it( reader->GetOutput(), region );
double sum = 0.0;
double sumOfSquares = 0.0;
unsigned int count = 0;
// Calculate the sum, sum of squares and count for the region
for( it.GoToBegin(); !it.IsAtEnd(); ++it )
{
sum += it.Get();
sumOfSquares += it.Get() * it.Get();
count++;
}
double mean = sum / count;
double variance = sumOfSquares / count - mean * mean;
std::cout << "Mean: " << mean << std::endl;
std::cout << "Variance: " << variance << std::endl;
return EXIT_SUCCESS;
}
```
此代码使用ITK库读取DICOM图像,然后计算指定区域内像素的方差,并输出结果。您需要指定DICOM图像的路径以及要计算方差的区域的起始坐标和大小。
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