/**
Uses ipSegmentation algorithms to do the actual region growing. The result (binary image) is first smoothed by a 5x5 circle mask, then
its contour is extracted and converted to MITK coordinates.
*/
mitkIpPicDescriptor* mitk::RegionGrowingTool::PerformRegionGrowingAndUpdateContour(int timestep)
{
// 1. m_OriginalPicSlice and m_SeedPointMemoryOffset are set to sensitive values, as well as m_LowerThreshold and m_UpperThreshold
assert (m_OriginalPicSlice);
if (m_OriginalPicSlice->n[0] != 256 || m_OriginalPicSlice->n[1] != 256) // ???
assert( (m_SeedPointMemoryOffset < static_cast<int>( m_OriginalPicSlice->n[0] * m_OriginalPicSlice->n[1] )) && (m_SeedPointMemoryOffset >= 0) ); // inside the image
// 2. ipSegmentation is used to perform region growing
float ignored;
int oneContourOffset( 0 );
mitkIpPicDescriptor* regionGrowerResult = ipMITKSegmentationGrowRegion4N( m_OriginalPicSlice,
m_SeedPointMemoryOffset, // seed point
true, // grayvalue interval relative to seed point gray value?
m_LowerThreshold,
m_UpperThreshold,
0, // continue until done (maxIterations == 0)
NULL, // allocate new memory (only this time, on mouse move we'll reuse the old buffer)
oneContourOffset, // a pixel that is near the resulting contour
ignored // ignored by us
);
if (!regionGrowerResult || oneContourOffset == -1)
{
ContourModel::Pointer dummyContour = ContourModel::New();
dummyContour->Initialize();
FeedbackContourTool::SetFeedbackContour( *dummyContour );
if (regionGrowerResult) ipMITKSegmentationFree(regionGrowerResult);
return NULL;
}
// 3. We smooth the result a little to reduce contour complexity
bool smoothResult( true ); // currently fixed, perhaps remove else block
mitkIpPicDescriptor* smoothedRegionGrowerResult;
if (smoothResult)
{
// Smooth the result (otherwise very detailed contour)
smoothedRegionGrowerResult = SmoothIPPicBinaryImage( regionGrowerResult, oneContourOffset );
ipMITKSegmentationFree( regionGrowerResult );
}
else
{
smoothedRegionGrowerResult = regionGrowerResult;
}
// 4. convert the result of region growing into a mitk::Contour
// At this point oneContourOffset could be useless, if smoothing destroyed a thin bridge. In these
// cases, we have two or more unconnected segmentation regions, and we don't know, which one is touched by oneContourOffset.
// In the bad case, the contour is not the one around our seedpoint, so the result looks very strange to the user.
// -> we remove the point where the contour started so far. Then we look from the bottom of the image for the first segmentation pixel
// and start another contour extraction from there. This is done, until the seedpoint is inside the contour
int numberOfContourPoints( 0 );
int newBufferSize( 0 );
float* contourPoints = ipMITKSegmentationGetContour8N( smoothedRegionGrowerResult, oneContourOffset, numberOfContourPoints, newBufferSize ); // memory allocated with malloc
if (contourPoints)
{
while ( !ipMITKSegmentationIsInsideContour( contourPoints, // contour
numberOfContourPoints, // points in contour
m_SeedPointMemoryOffset % smoothedRegionGrowerResult->n[0], // test point x
m_SeedPointMemoryOffset / smoothedRegionGrowerResult->n[0] // test point y
) )
{
// we decide that this cannot be part of the segmentation because the seedpoint is not contained in the contour (fill the 4-neighborhood with 0)
ipMITKSegmentationReplaceRegion4N( smoothedRegionGrowerResult, oneContourOffset, 0 );
// move the contour offset to the last row (x position of the seed point)
int rowLength = smoothedRegionGrowerResult->n[0]; // number of pixels in a row
oneContourOffset = m_SeedPointMemoryOffset % smoothedRegionGrowerResult->n[0] // x of seed point
+ rowLength*(smoothedRegionGrowerResult->n[1]-1); // y of last row
while ( oneContourOffset >=0
&& (*(static_cast<ipMITKSegmentationTYPE*>(smoothedRegionGrowerResult->data) + oneContourOffset) == 0) )
{
oneContourOffset -= rowLength; // if pixel at data+oneContourOffset is 0, then move up one row
}
if ( oneContourOffset < 0 )
{
break; // just use the last contour we found
}
free(contourPoints); // release contour memory
contourPoints = ipMITKSegmentationGetContour8N( smoothedRegionGrowerResult, oneContourOffset, numberOfContourPoints, newBufferSize ); // memory allocated with malloc
}
// copy point from float* to mitk::Contour
ContourModel::Pointer contourInImageIndexCoordinates = ContourModel::New();
contourInImageIndexCoordinates->Expand(timestep + 1);
contourInImageIndexCoordinates->SetClosed(true, timestep);
Point3D newPoint;
for (int index = 0; index < numberOfContourPoints; ++index)
{
newPoint[0] = contourPoints[ 2 * index + 0 ] - 0.5;//correction is needed because the output of the algorithm is center based
newPoint[1] = contourPoints[ 2 * index + 1 ] - 0.5;//and we want our contour displayed corner based.
newPoint[2] = 0;
contourInImageIndexCoordinates->AddVertex( newPoint, timestep );
}
free(contourPoints);
ContourModel::Pointer contourInWorldCoordinates = FeedbackContourTool::BackProjectContourFrom2DSlice( m_ReferenceSlice->GetGeometry(), contourInImageIndexCoordinates, true ); // true: sub 0.5 for ipSegmentation correctio
FeedbackContourTool::SetFeedbackContour( *contourInWorldCoordinates );
}
// 5. Result HAS TO BE freed by caller, contains the binary region growing result
return smoothedRegionGrowerResult;
}
bool mitk::SetRegionTool::OnMousePressed ( StateMachineAction*, InteractionEvent* interactionEvent )
{
mitk::InteractionPositionEvent* positionEvent = dynamic_cast<mitk::InteractionPositionEvent*>( interactionEvent );
//const PositionEvent* positionEvent = dynamic_cast<const PositionEvent*>(stateEvent->GetEvent());
if (!positionEvent) return false;
m_LastEventSender = positionEvent->GetSender();
m_LastEventSlice = m_LastEventSender->GetSlice();
int timeStep = positionEvent->GetSender()->GetTimeStep();
// 1. Get the working image
Image::Pointer workingSlice = FeedbackContourTool::GetAffectedWorkingSlice( positionEvent );
if ( workingSlice.IsNull() ) return false; // can't do anything without the segmentation
// if click was outside the image, don't continue
const BaseGeometry* sliceGeometry = workingSlice->GetGeometry();
itk::Index<2> projectedPointIn2D;
sliceGeometry->WorldToIndex( positionEvent->GetPositionInWorld(), projectedPointIn2D );
if ( !sliceGeometry->IsIndexInside( projectedPointIn2D ) )
{
MITK_ERROR << "point apparently not inside segmentation slice" << std::endl;
return false; // can't use that as a seed point
}
// Convert to ipMITKSegmentationTYPE (because ipMITKSegmentationGetContour8N relys on that data type)
itk::Image< ipMITKSegmentationTYPE, 2 >::Pointer correctPixelTypeImage;
CastToItkImage( workingSlice, correctPixelTypeImage );
assert (correctPixelTypeImage.IsNotNull() );
// possible bug in CastToItkImage ?
// direction maxtrix is wrong/broken/not working after CastToItkImage, leading to a failed assertion in
// mitk/Core/DataStructures/mitkSlicedGeometry3D.cpp, 479:
// virtual void mitk::SlicedGeometry3D::SetSpacing(const mitk::Vector3D&): Assertion `aSpacing[0]>0 && aSpacing[1]>0 && aSpacing[2]>0' failed
// solution here: we overwrite it with an unity matrix
itk::Image< ipMITKSegmentationTYPE, 2 >::DirectionType imageDirection;
imageDirection.SetIdentity();
correctPixelTypeImage->SetDirection(imageDirection);
Image::Pointer temporarySlice = Image::New();
// temporarySlice = ImportItkImage( correctPixelTypeImage );
CastToMitkImage( correctPixelTypeImage, temporarySlice );
// check index positions
mitkIpPicDescriptor* originalPicSlice = mitkIpPicNew();
CastToIpPicDescriptor( temporarySlice, originalPicSlice );
int m_SeedPointMemoryOffset = projectedPointIn2D[1] * originalPicSlice->n[0] + projectedPointIn2D[0];
if ( m_SeedPointMemoryOffset >= static_cast<int>( originalPicSlice->n[0] * originalPicSlice->n[1] ) ||
m_SeedPointMemoryOffset < 0 )
{
MITK_ERROR << "Memory offset calculation if mitk::SetRegionTool has some serious flaw! Aborting.." << std::endl;
return false;
}
// 2. Determine the contour that surronds the selected "piece of the image"
// find a contour seed point
unsigned int oneContourOffset = static_cast<unsigned int>( m_SeedPointMemoryOffset ); // safe because of earlier check if m_SeedPointMemoryOffset < 0
/**
* The logic of finding a starting point for the contour is the following:
*
* - If the initial seed point is 0, we are either inside a hole or outside of every segmentation.
* We move to the right until we hit a 1, which must be part of a contour.
*
* - If the initial seed point is 1, then ...
* we now do the same (running to the right) until we hit a 1
*
* In both cases the found contour point is used to extract a contour and
* then a test is applied to find out if the initial seed point is contained
* in the contour. If this is the case, filling should be applied, otherwise
* nothing is done.
*/
unsigned int size = originalPicSlice->n[0] * originalPicSlice->n[1];
/*
unsigned int rowSize = originalPicSlice->n[0];
*/
ipMITKSegmentationTYPE* data = static_cast<ipMITKSegmentationTYPE*>(originalPicSlice->data);
if ( data[oneContourOffset] == 0 ) // initial seed 0
{
for ( ; oneContourOffset < size; ++oneContourOffset )
{
if ( data[oneContourOffset] > 0 ) break;
}
}
else if ( data[oneContourOffset] == 1 ) // initial seed 1
{
unsigned int lastValidPixel = size-1; // initialization, will be changed lateron
bool inSeg = true; // inside segmentation?
for ( ; oneContourOffset < size; ++oneContourOffset )
{
if ( ( data[oneContourOffset] == 0 ) && inSeg ) // pixel 0 and inside-flag set: this happens at the first pixel outside a filled region
{
inSeg = false;
lastValidPixel = oneContourOffset - 1; // store the last pixel position inside a filled region
break;
}
else // pixel 1, inside-flag doesn't matter: this happens while we are inside a filled region
{
inSeg = true; // first iteration lands here
}
}
oneContourOffset = lastValidPixel;
}
else
{
MITK_ERROR << "Fill/Erase was never intended to work with other than binary images." << std::endl;
m_FillContour = false;
return false;
}
if (oneContourOffset == size) // nothing found until end of slice
{
m_FillContour = false;
return false;
}
int numberOfContourPoints( 0 );
int newBufferSize( 0 );
//MITK_INFO << "getting contour from offset " << oneContourOffset << " ("<<oneContourOffset%originalPicSlice->n[0]<<","<<oneContourOffset/originalPicSlice->n[0]<<")"<<std::endl;
float* contourPoints = ipMITKSegmentationGetContour8N( originalPicSlice, oneContourOffset, numberOfContourPoints, newBufferSize ); // memory allocated with malloc
//MITK_INFO << "contourPoints " << contourPoints << " (N="<<numberOfContourPoints<<")"<<std::endl;
assert(contourPoints == NULL || numberOfContourPoints > 0);
bool cursorInsideContour = ipMITKSegmentationIsInsideContour( contourPoints, numberOfContourPoints, projectedPointIn2D[0], projectedPointIn2D[1]);
// decide if contour should be filled or not
m_FillContour = cursorInsideContour;
if (m_FillContour)
{
// copy point from float* to mitk::Contour
ContourModel::Pointer contourInImageIndexCoordinates = ContourModel::New();
contourInImageIndexCoordinates->Expand(timeStep + 1);
contourInImageIndexCoordinates->SetClosed(true, timeStep);
Point3D newPoint;
for (int index = 0; index < numberOfContourPoints; ++index)
{
newPoint[0] = contourPoints[ 2 * index + 0 ] - 0.5;
newPoint[1] = contourPoints[ 2 * index + 1] - 0.5;
newPoint[2] = 0;
contourInImageIndexCoordinates->AddVertex(newPoint, timeStep);
}
m_SegmentationContourInWorldCoordinates = FeedbackContourTool::BackProjectContourFrom2DSlice( workingSlice->GetGeometry(), contourInImageIndexCoordinates, true ); // true, correct the result from ipMITKSegmentationGetContour8N
// 3. Show the contour
FeedbackContourTool::SetFeedbackContour( *m_SegmentationContourInWorldCoordinates );
FeedbackContourTool::SetFeedbackContourVisible(true);
mitk::RenderingManager::GetInstance()->RequestUpdate(positionEvent->GetSender()->GetRenderWindow());
}
// always generate a second contour, containing the whole image (used when CTRL is pressed)
{
// copy point from float* to mitk::Contour
ContourModel::Pointer contourInImageIndexCoordinates = ContourModel::New();
contourInImageIndexCoordinates->Expand(timeStep + 1);
contourInImageIndexCoordinates->SetClosed(true, timeStep);
Point3D newPoint;
newPoint[0] = 0; newPoint[1] = 0; newPoint[2] = 0.0;
contourInImageIndexCoordinates->AddVertex( newPoint, timeStep );
newPoint[0] = originalPicSlice->n[0]; newPoint[1] = 0; newPoint[2] = 0.0;
contourInImageIndexCoordinates->AddVertex( newPoint, timeStep );
newPoint[0] = originalPicSlice->n[0]; newPoint[1] = originalPicSlice->n[1]; newPoint[2] = 0.0;
contourInImageIndexCoordinates->AddVertex( newPoint, timeStep );
newPoint[0] = 0; newPoint[1] = originalPicSlice->n[1]; newPoint[2] = 0.0;
contourInImageIndexCoordinates->AddVertex( newPoint, timeStep );
m_WholeImageContourInWorldCoordinates = FeedbackContourTool::BackProjectContourFrom2DSlice( workingSlice->GetGeometry(), contourInImageIndexCoordinates, true ); // true, correct the result from ipMITKSegmentationGetContour8N
// 3. Show the contour
FeedbackContourTool::SetFeedbackContour( *m_SegmentationContourInWorldCoordinates );
FeedbackContourTool::SetFeedbackContourVisible(true);
mitk::RenderingManager::GetInstance()->RequestUpdate(positionEvent->GetSender()->GetRenderWindow());
}
free(contourPoints);
return true;
}
