mitk::DataNode::Pointer mitk::Tool::CreateEmptySegmentationNode(Image *original,
const std::string &organName,
const mitk::Color &color)
{
// we NEED a reference image for size etc.
if (!original)
return nullptr;
// actually create a new empty segmentation
PixelType pixelType(mitk::MakeScalarPixelType<DefaultSegmentationDataType>());
LabelSetImage::Pointer segmentation = LabelSetImage::New();
if (original->GetDimension() == 2)
{
const unsigned int dimensions[] = {original->GetDimension(0), original->GetDimension(1), 1};
segmentation->Initialize(pixelType, 3, dimensions);
segmentation->AddLayer();
}
else
{
segmentation->Initialize(original);
}
mitk::Label::Pointer label = mitk::Label::New();
label->SetName(organName);
label->SetColor(color);
label->SetValue(1);
segmentation->GetActiveLabelSet()->AddLabel(label);
segmentation->GetActiveLabelSet()->SetActiveLabel(1);
unsigned int byteSize = sizeof(mitk::Label::PixelType);
if (segmentation->GetDimension() < 4)
{
for (unsigned int dim = 0; dim < segmentation->GetDimension(); ++dim)
{
byteSize *= segmentation->GetDimension(dim);
}
mitk::ImageWriteAccessor writeAccess(segmentation.GetPointer(), segmentation->GetVolumeData(0));
memset(writeAccess.GetData(), 0, byteSize);
}
else
{
// if we have a time-resolved image we need to set memory to 0 for each time step
for (unsigned int dim = 0; dim < 3; ++dim)
{
byteSize *= segmentation->GetDimension(dim);
}
for (unsigned int volumeNumber = 0; volumeNumber < segmentation->GetDimension(3); volumeNumber++)
{
mitk::ImageWriteAccessor writeAccess(segmentation.GetPointer(), segmentation->GetVolumeData(volumeNumber));
memset(writeAccess.GetData(), 0, byteSize);
}
}
if (original->GetTimeGeometry())
{
TimeGeometry::Pointer originalGeometry = original->GetTimeGeometry()->Clone();
segmentation->SetTimeGeometry(originalGeometry);
}
else
{
Tool::ErrorMessage("Original image does not have a 'Time sliced geometry'! Cannot create a segmentation.");
return nullptr;
}
// Add some DICOM Tags as properties to segmentation image
PropertyList::Pointer dicomSegPropertyList = mitk::DICOMSegmentationPropertyHandler::GetDICOMSegmentationProperties(original->GetPropertyList());
segmentation->GetPropertyList()->ConcatenatePropertyList(dicomSegPropertyList);
mitk::DICOMSegmentationPropertyHandler::GetDICOMSegmentProperties(segmentation->GetActiveLabel(segmentation->GetActiveLayer()));
return CreateSegmentationNode(segmentation, organName, color);
}
std::vector<BaseData::Pointer> DICOMSegmentationIO::Read()
{
mitk::LocaleSwitch localeSwitch("C");
LabelSetImage::Pointer labelSetImage;
std::vector<BaseData::Pointer> result;
const std::string path = this->GetLocalFileName();
MITK_INFO << "loading " << path << std::endl;
if (path.empty())
mitkThrow() << "Empty filename in mitk::ItkImageIO ";
try
{
// Get the dcm data set from file path
DcmFileFormat dcmFileFormat;
OFCondition status = dcmFileFormat.loadFile(path.c_str());
if (status.bad())
mitkThrow() << "Can't read the input file!";
DcmDataset *dataSet = dcmFileFormat.getDataset();
if (dataSet == nullptr)
mitkThrow() << "Can't read data from input file!";
// Read the DICOM SEG images (segItkImages) and DICOM tags (metaInfo)
dcmqi::ImageSEGConverter *converter = new dcmqi::ImageSEGConverter();
pair<map<unsigned, ImageType::Pointer>, string> dcmqiOutput = converter->dcmSegmentation2itkimage(dataSet);
map<unsigned, ImageType::Pointer> segItkImages = dcmqiOutput.first;
// For each itk image add a layer to the LabelSetImage output
for (auto &element : segItkImages)
{
// Get the labeled image and cast it to mitkImage
typedef itk::CastImageFilter<itkInternalImageType, itkInputImageType> castItkImageFilterType;
castItkImageFilterType::Pointer castFilter = castItkImageFilterType::New();
castFilter->SetInput(element.second);
castFilter->Update();
Image::Pointer layerImage;
CastToMitkImage(castFilter->GetOutput(), layerImage);
// Get pixel value of the label
itkInternalImageType::ValueType segValue = 1;
typedef itk::ImageRegionIterator<const itkInternalImageType> IteratorType;
// Iterate over the image to find the pixel value of the label
IteratorType iter(element.second, element.second->GetLargestPossibleRegion());
iter.GoToBegin();
while (!iter.IsAtEnd())
{
itkInputImageType::PixelType value = iter.Get();
if (value != 0)
{
segValue = value;
break;
}
++iter;
}
dcmqi::JSONSegmentationMetaInformationHandler metaInfo(dcmqiOutput.second.c_str());
metaInfo.read();
MITK_INFO << "Input " << metaInfo.getJSONOutputAsString();
// TODO: Read all DICOM Tags
// Get the label information from segment attributes
vector<map<unsigned, dcmqi::SegmentAttributes *>>::const_iterator segmentIter =
metaInfo.segmentsAttributesMappingList.begin();
map<unsigned, dcmqi::SegmentAttributes *> segmentMap = (*segmentIter);
map<unsigned, dcmqi::SegmentAttributes *>::const_iterator segmentMapIter = (*segmentIter).begin();
dcmqi::SegmentAttributes *segmentAttr = (*segmentMapIter).second;
OFString labelName;
if (segmentAttr->getSegmentedPropertyTypeCodeSequence() != nullptr)
segmentAttr->getSegmentedPropertyTypeCodeSequence()->getCodeMeaning(labelName);
else
{
labelName = std::to_string(segmentAttr->getLabelID()).c_str();
if (labelName.empty())
labelName = "Unnamed";
}
float tmp[3] = {0.0, 0.0, 0.0};
if (segmentAttr->getRecommendedDisplayRGBValue() != nullptr)
{
tmp[0] = segmentAttr->getRecommendedDisplayRGBValue()[0] / 255.0;
tmp[1] = segmentAttr->getRecommendedDisplayRGBValue()[1] / 255.0;
tmp[2] = segmentAttr->getRecommendedDisplayRGBValue()[2] / 255.0;
}
// If labelSetImage do not exists (first image)
if (labelSetImage.IsNull())
{
// Initialize the labelSetImage with the read image
labelSetImage = LabelSetImage::New();
labelSetImage->InitializeByLabeledImage(layerImage);
// Already a label was generated, so set the information to this
Label *activeLabel = labelSetImage->GetActiveLabel(labelSetImage->GetActiveLayer());
activeLabel->SetName(labelName.c_str());
activeLabel->SetColor(Color(tmp));
activeLabel->SetValue(segValue);
}
else
{
// Add a new layer to the labelSetImage. Background label is set automatically
labelSetImage->AddLayer(layerImage);
// Add new label
Label *newLabel = new Label;
newLabel->SetName(labelName.c_str());
newLabel->SetColor(Color(tmp));
newLabel->SetValue(segValue);
labelSetImage->GetLabelSet(labelSetImage->GetActiveLayer())->AddLabel(newLabel);
}
++segmentIter;
}
// Clean up
if (converter != nullptr)
delete converter;
}
catch (const std::exception &e)
{
MITK_ERROR << "An error occurred while reading the DICOM Seg file: " << e.what();
return result;
}
// Set active layer to th first layer of the labelset image
if (labelSetImage->GetNumberOfLayers() > 1 && labelSetImage->GetActiveLayer() != 0)
labelSetImage->SetActiveLayer(0);
result.push_back(labelSetImage.GetPointer());
return result;
}
