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Matrix3D.h
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Matrix3D.h
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#ifndef MATRIX3D_H
#define MATRIX3D_H
#include <itkImage.h>
#include <itkImageFileReader.h>
#include <itkImageFileWriter.h>
// these are used to detect connected components
#include <itkBinaryThresholdImageFilter.h>
#include <itkConnectedComponentImageFilter.h>
#include <itkBinaryImageToLabelMapFilter.h>
#include <itkLabelImageToShapeLabelMapFilter.h>
#include "ShapeStatistics.h"
#include <vector>
#ifdef QT_VERSION_STR
#include <QImage>
#endif
template<typename T>
class Matrix3D
{
public:
typedef itk::Image<T, 3> ItkImageType;
private:
typedef unsigned int DefaultLabelType;
Matrix3D( const Matrix3D<T>& rhs );
Matrix3D<T>& operator=( const Matrix3D<T>& rhs );
public:
typedef T DataType;
Matrix3D() { mData = 0; mWidth = mHeight = mDepth = 0; updateCache(); mKeepOnDestr = false; }
// empty, just garbage data
Matrix3D( unsigned int w, unsigned int h, unsigned int d ) {
mData = 0; mKeepOnDestr = false;
realloc(w,h,d);
}
// returns true if coords are of a valid pixel in the image
inline bool pixIsInImage( unsigned x, unsigned y, unsigned z )
{
if (x < 0) return false;
if (y < 0) return false;
if (z < 0) return false;
if ( x >= mWidth ) return false;
if ( y >= mHeight ) return false;
if ( z >= mDepth ) return false;
return true;
}
// creates a binary image based on thresholding btw [thrMin, thrMax]
// and creates a connected component map
template<typename T2>
void createLabelMap( T thrMin, T thrMax, Matrix3D<T2> *labelImg = 0, bool bFullyConnected = true, T2 *labelCount = 0,
std::vector<ShapeStatistics<itk::ShapeLabelObject<T2, 3> > > *shapeDescr = 0,
bool bComputeFeretAndPerimeter = false)
{
typedef itk::Image<T2, 3> LabelImageType;
typedef itk::BinaryThresholdImageFilter < ItkImageType, ItkImageType> BinaryThresholdImageFilterType;
typedef itk::ConnectedComponentImageFilter< ItkImageType, LabelImageType > ConnectedCompFilterType;
typename BinaryThresholdImageFilterType::Pointer thresholdFilter
= BinaryThresholdImageFilterType::New();
thresholdFilter->SetInput( asItkImage() );
thresholdFilter->SetLowerThreshold(thrMin);
thresholdFilter->SetUpperThreshold(thrMax);
thresholdFilter->SetInsideValue(255);
thresholdFilter->SetOutsideValue(0);
typename ItkImageType::Pointer thrImage = thresholdFilter->GetOutput();
// label connected components
typename ConnectedCompFilterType::Pointer CCFilter = ConnectedCompFilterType::New();
CCFilter->SetInput( thrImage );
CCFilter->SetFullyConnected( bFullyConnected );
CCFilter->Update();
// get output
typename LabelImageType::Pointer resImg = CCFilter->GetOutput();
// now copy----
if (labelImg)
{
// allocate labelImg
labelImg->reallocSizeLike( *this );
const T2 * srcPtr = Matrix3D<T2>::getItkImageDataPtr( resImg );
for (unsigned int i=0; i < labelImg->numElem(); i++)
labelImg->data()[i] = srcPtr[i];
}
if (labelCount != 0)
*labelCount = CCFilter->GetObjectCount();
if ( shapeDescr )
{
// then compute descriptions for each object
typedef typename itk::LabelImageToShapeLabelMapFilter< LabelImageType > LabelToShapeMapFilter;
// now get shape characteristics
typename LabelToShapeMapFilter::Pointer shapeLabelMapFilter = LabelToShapeMapFilter::New();
//shapeLabelMapFilter->SetBackgroundValue(0);
shapeLabelMapFilter->SetInput( resImg );
//shapeLabelMapFilter->SetInput2( reader->GetOutput() );
// this is 'expensive' but may help, otherwise most features outputted will be blank
shapeLabelMapFilter->SetComputeFeretDiameter(bComputeFeretAndPerimeter);
shapeLabelMapFilter->SetComputePerimeter(bComputeFeretAndPerimeter);
shapeLabelMapFilter->Update();
shapeDescr->clear();
// Loop over all of the blobs
for(unsigned int i = 1; i <= shapeLabelMapFilter->GetOutput()->GetNumberOfLabelObjects(); i++)
{
typename LabelToShapeMapFilter::OutputImageType::LabelObjectType::Pointer labelObject = shapeLabelMapFilter->GetOutput()->GetLabelObject(i);
// Output the bounding box (an example of one possible property) of the ith region
//std::cout << "Object " << i << " has bounding box " << labelObject->GetBoundingBox() << std::endl;
//writeShapeInfoTxt( stdout, i, labelObject );
shapeDescr->push_back( ShapeStatistics<itk::ShapeLabelObject<T2, 3> >( labelObject, i ) );
}
}
}
// generates a cropped region in the destination matrix
inline void cropRegion( unsigned int sX, unsigned int sY, unsigned int sZ,
unsigned int w, unsigned int h, unsigned int d,
Matrix3D<T> *dest) const
{
dest->realloc( w, h, d );
unsigned int endZ = sZ + d;
unsigned int endY = sY + h;
unsigned int stXY = sX;
unsigned int edXY = stXY + w;
unsigned int szCount = 0;
for(; sZ < endZ; sZ++ )
{
const T * srcZ = sliceData(sZ);
unsigned int yCount = 0;
for (unsigned int y=sY; y < endY; y++)
{
std::copy( srcZ + stXY + y*mWidth, srcZ + y*mWidth + edXY, dest->sliceData(szCount) + w*yCount );
yCount++;
}
szCount++;
}
}
// returns an idx list of the pixels with the given value
void findPixelWithvalue( T val, std::vector<unsigned int> &idx )
{
idx.clear();
for (unsigned int i=0; i < numElem(); i++)
if ( data()[i] == val )
idx.push_back( i );
}
// empty, just garbage data
inline void realloc( unsigned int w, unsigned int h, unsigned int d ) {
freeData();
mWidth = w;
mHeight = h;
mDepth = d;
allocateEmpty();
mKeepOnDestr = false;
updateCache();
}
void copyFrom( typename ItkImageType::Pointer img )
{
typename ItkImageType::IndexType index;
index[0] = index[1] = index[2] = 0;
typename ItkImageType::SizeType imSize = img->GetLargestPossibleRegion().GetSize();
mWidth = imSize[0];
mHeight = imSize[1];
mDepth = imSize[2];
allocateEmpty();
mKeepOnDestr = false;
updateCache();
memcpy( mData, &img->GetPixel( index ), sizeof(T) * numElem() );
}
void copyFrom( const Matrix3D<T> &other )
{
freeData();
mWidth = other.width();
mHeight = other.height();
mDepth = other.depth();
allocateEmpty();
mKeepOnDestr = false;
updateCache();
memcpy( mData, other.data(), sizeof(T) * numElem() );
}
// sets every element to have value 'val'
inline void fill( T val ) {
for (unsigned int i=0; i < mNumElem; i++)
mData[i] = val;
}
// calls realloc, copying the size from matrix m
template<typename K>
inline void reallocSizeLike( const Matrix3D<K> &m ) {
realloc( m.width(), m.height(), m.depth() );
}
// existing pointer, WILL NOT DELETE DATA ON EXIT!
Matrix3D( T *data, unsigned int w, unsigned int h, unsigned int d ) {
mWidth = w;
mHeight = h;
mDepth = d;
mData = data;
mKeepOnDestr = true;
updateCache();
}
inline void updateCache() { mNumElem = mWidth*mHeight*mDepth; mSz = mWidth*mHeight; }
inline T *data() { return mData; }
inline const T *data() const { return mData; }
inline unsigned int coordToIdx( unsigned int x, unsigned int y, unsigned int z ) const
{
return x + y*mWidth + z*mSz;
}
// converts idx to (x,y,z)
inline void idxToCoord( unsigned int idx, unsigned int &x, unsigned int &y, unsigned int &z ) const
{
unsigned int modA = idx % mSz;
x = modA % mWidth;
y = (( idx - x ) % mSz) / mWidth;
z = (idx - x - y*mWidth) / mSz;
}
inline T& operator () (unsigned int x, unsigned int y, unsigned int z) {
return mData[coordToIdx(x,y,z)];
}
inline const T& operator () (unsigned int x, unsigned int y, unsigned int z) const {
return mData[coordToIdx(x,y,z)];
}
inline bool isEmpty() const { return mData == 0; }
inline unsigned int numElem() const { return mNumElem; }
template<typename T2>
inline bool isSizeLike( const Matrix3D<T2> &m ) const {
return (m.width()==width()) && (m.height() == height()) && (m.depth() == depth());
}
inline void freeData() {
//qDebug("Free");
if ((mData != 0) && (mKeepOnDestr == false)) {
delete[] mData;
mData = 0;
mHeight = mWidth = mDepth = 0;
} else {
//if(mKeepOnDestr)
// qDebug("Matrix memory not freed.");
}
}
inline unsigned int width() const { return mWidth; }
inline unsigned int height() const { return mHeight; }
inline unsigned int depth() const { return mDepth; }
~Matrix3D()
{
freeData();
}
static bool getFileDimensions( const std::string &fName, unsigned int &w, unsigned int &h, unsigned int &d )
{
try
{
typename itk::ImageFileReader<ItkImageType>::Pointer reader = itk::ImageFileReader<ItkImageType>::New();
reader->SetFileName( fName );
//reader->Update();
typename ItkImageType::Pointer img = reader->GetOutput();
typename ItkImageType::SizeType imSize = img->GetLargestPossibleRegion().GetSize();
w = imSize[0];
h = imSize[1];
d = imSize[2];
}
catch(std::exception &e)
{
return false;
}
return true;
}
void loadItkImage( ItkImageType* img )
{
freeData();
typename ItkImageType::IndexType index;
index[0] = index[1] = index[2] = 0;
mData = &img->GetPixel( index );
//img->Register(); //so it won't delete the data ;)
img->GetPixelContainer()->SetContainerManageMemory(false);
typename ItkImageType::SizeType imSize = img->GetLargestPossibleRegion().GetSize();
mWidth = imSize[0];
mHeight = imSize[1];
mDepth = imSize[2];
updateCache();
mKeepOnDestr = false;
}
bool load( const std::string &fName ) // load from file
{
try
{
freeData(); // free before
typename itk::ImageFileReader<ItkImageType>::Pointer reader = itk::ImageFileReader<ItkImageType>::New();
reader->SetFileName( fName );
reader->Update();
typename ItkImageType::Pointer img = reader->GetOutput();
typename ItkImageType::IndexType index;
index[0] = index[1] = index[2] = 0;
mData = &img->GetPixel( index );
//img->Register(); //so it won't delete the data ;)
img->GetPixelContainer()->SetContainerManageMemory(false);
typename ItkImageType::SizeType imSize = img->GetLargestPossibleRegion().GetSize();
mWidth = imSize[0];
mHeight = imSize[1];
mDepth = imSize[2];
updateCache();
mKeepOnDestr = false;
}
catch(std::exception &e)
{
return false;
}
return true;
}
// get raw pointer from itkImage
static const T* getItkImageDataPtr( typename ItkImageType::Pointer ptr )
{
typename ItkImageType::IndexType index;
index[0] = index[1] = index[2] = 0;
return &ptr->GetPixel(index);
}
// creates an ItkImage pointer to represent the data in this volume
typename ItkImageType::Pointer asItkImage() const
{
typename ItkImageType::Pointer itkImg = ItkImageType::New();
typename ItkImageType::PixelContainer::Pointer pixContainer = ItkImageType::PixelContainer::New();
pixContainer->SetImportPointer( mData, mNumElem );
itkImg->SetPixelContainer( pixContainer );
typename ItkImageType::IndexType imStart;
imStart[0] = imStart[1] = imStart[2] = 0;
typename ItkImageType::SizeType imSize;
imSize[0] = mWidth;
imSize[1] = mHeight;
imSize[2] = mDepth;
typename ItkImageType::RegionType imRegion;
imRegion.SetSize( imSize );
imRegion.SetIndex( imStart );
itkImg->SetRegions(imRegion);
return itkImg;
}
public:
bool save( const std::string &fName ) const
{
typedef itk::Image<T, 3> ItkImageType;
try
{
typename ItkImageType::Pointer itkImg = asItkImage();
#if 0
typename ItkImageType::PixelContainer::Pointer pixContainer = ItkImageType::PixelContainer::New();
pixContainer->SetImportPointer( mData, mNumElem );
itkImg->SetPixelContainer( pixContainer );
typename ItkImageType::SizeType imSize;
imSize[0] = mWidth;
imSize[1] = mHeight;
imSize[2] = mDepth;
itkImg->SetRegions(imSize);
#endif
typename itk::ImageFileWriter<ItkImageType>::Pointer writer = itk::ImageFileWriter<ItkImageType>::New();
writer->SetFileName(fName);
writer->SetInput(itkImg);
writer->Update();
}
catch( std::exception &e )
{
return false;
}
return true;
}
// this is for a given Z-slice
inline const T *sliceData(unsigned int z) const
{
if (isEmpty())
#ifdef QT_VERSION_STR
qFatal("Tried to get slice from empty ImageVolume");
#else
return (T *)0;
#endif
if (z >= mDepth)
z = mDepth-1;
return mData + z*mWidth*mHeight;
}
inline T *sliceData(unsigned int z)
{
if (isEmpty())
#ifdef QT_VERSION_STR
qFatal("Tried to get slice from empty ImageVolume");
#else
return (T *)0;
#endif
if (z >= mDepth)
z = mDepth-1;
return mData + z*mWidth*mHeight;
}
#ifdef QT_VERSION_STR
// sliceCoord 0..2
inline void QImageSlice( unsigned int z, QImage &qimg ) const
{
qimg = QImage( width(), height(), QImage::Format_RGB32 );
unsigned int sz = width()*height();
unsigned int *dataPtr = (unsigned int *) qimg.constBits(); //trick!
const unsigned char *p = sliceData(z);
for (unsigned int i=0; i < sz; i++) {
unsigned int D = p[i];
dataPtr[i] = D | (D<<8) | (D<<16) | (0xFF<<24);
}
}
#endif
// if all elemenst are equal
bool operator ==(const Matrix3D<T>& b) const
{
for (unsigned int i=0; i < mNumElem; i++)
{
if ( b.data()[i] != data()[i] ){
//qDebug(" != at %d", (int)i );
return false;
}
}
return true;
}
void set( int x, int y, int z, typename ItkImageType::PixelType value )
{
//Assuming coords valid
mData[x + y*mWidth + z*mWidth*mHeight] = value;
}
private:
T *mData;
unsigned int mWidth, mHeight, mDepth;
unsigned int mSz; // this is a cached version of mWidth*mHeight
unsigned int mNumElem;
bool mKeepOnDestr; // if data should not be deleted upon object destruction
void allocateEmpty() {
mSz = mWidth*mHeight;
mNumElem = mSz * mDepth;
mData = new T[mNumElem];
}
};
#endif // MATRIX3D_H