DGtal  1.1.0
geometry/surfaces/greedy-plane-segmentation.cpp

This example shows a greedy segmentation into naive planes of the surface at threshold 0 within volume Al.100.vol.

Colors for each plane are chosen randomly. Surfels in the same plane have the same color.

Application to greedy segmentation into digital planes
# naive plane: width=1/1
\$ ./examples/geometry/surfaces/greedy-plane-segmentation -i ./examples/samples/Al.100.vol -t 0 -w 1 -d 1

Greedy segmentation of Al capone into naive planes.
#include <iostream>
#include <vector>
#include <set>
#include <map>
#include <iostream>
#include "DGtal/base/Common.h"
#include "DGtal/io/Display3D.h"
#include "DGtal/io/viewers/Viewer3D.h"
#include "DGtal/io/DrawWithDisplay3DModifier.h"
#include "DGtal/images/ImageSelector.h"
#include "DGtal/images/imagesSetsUtils/SetFromImage.h"
#include "DGtal/topology/DigitalSurface.h"
#include "DGtal/topology/DigitalSetBoundary.h"
#include "DGtal/geometry/surfaces/COBANaivePlaneComputer.h"
#include "DGtal/helpers/StdDefs.h"
#include "ConfigExamples.h"
using namespace std;
using namespace DGtal;
using namespace Z3i;
// We choose the DigitalSetBoundary surface container in order to
// segment connected or unconnected surfaces.
typedef SurfelSet::iterator SurfelSetIterator;
struct SegmentedPlane {
Color color;
};
int main( int argc, char** argv )
{
trace.info() << "Segments the surface at given threshold within given volume into digital planes of rational width num/den." << std::endl;
// Setting default options: ----------------------------------------------
// input file used:
string inputFilename = examplesPath + "samples/Al.100.vol" ;
trace.info() << "input file used " << inputFilename << std::endl;
// parameter threshold
unsigned int threshold = 0;
trace.info() << "the value that defines the isosurface in the image (an integer between 0 and 255)= " << threshold<< std::endl;
// parameter widthNum
unsigned int widthNum = 1;
trace.info() << "the numerator of the rational width (a non-null integer) =" << widthNum<< std::endl;
// parameter widthDen
unsigned int widthDen = 1;
trace.info() << "the denominator of the rational width (a non-null integer)= " << widthDen<< std::endl;
QApplication application(argc,argv);
DigitalSet set3d (image.domain());
SetFromImage<DigitalSet>::append<Image>(set3d, image, threshold,255);
trace.beginBlock( "Set up digital surface." );
// We initializes the cellular grid space used for defining the
// digital surface.
KSpace ks;
bool ok = ks.init( set3d.domain().lowerBound(),
set3d.domain().upperBound(), true );
if ( ! ok ) std::cerr << "[KSpace.init] Failed." << std::endl;
MyDigitalSurfaceContainer* ptrSurfContainer =
new MyDigitalSurfaceContainer( ks, set3d, surfAdj );
MyDigitalSurface digSurf( ptrSurfContainer ); // acquired
trace.beginBlock( "Segment into planes." );
std::set<Vertex> processedVertices;
std::vector<SegmentedPlane*> segmentedPlanes;
std::map<Vertex,SegmentedPlane*> v2plane;
Point p;
Dimension axis;
unsigned int j = 0;
unsigned int nb = digSurf.size();
for ( ConstIterator it = digSurf.begin(), itE= digSurf.end(); it != itE; ++it )
{
if ( ( (++j) % 50 == 0 ) || ( j == nb ) ) trace.progressBar( j, nb );
Vertex v = *it;
if ( processedVertices.find( v ) != processedVertices.end() ) // already in set
continue; // process to next vertex
SegmentedPlane* ptrSegment = new SegmentedPlane;
segmentedPlanes.push_back( ptrSegment ); // to delete them afterwards.
axis = ks.sOrthDir( v );
ptrSegment->plane.init( axis, 500, widthNum, widthDen );
// The visitor takes care of all the breadth-first traversal.
Visitor visitor( digSurf, v );
while ( ! visitor.finished() )
{
Visitor::Node node = visitor.current();
v = node.first;
if ( processedVertices.find( v ) == processedVertices.end() )
{ // Vertex is not in processedVertices
axis = ks.sOrthDir( v );
p = ks.sCoords( ks.sDirectIncident( v, axis ) );
bool isExtended = ptrSegment->plane.extend( p );
if ( isExtended )
{ // surfel is in plane.
processedVertices.insert( v );
v2plane[ v ] = ptrSegment;
visitor.expand();
}
else // surfel is not in plane and should not be used in the visit.
visitor.ignore();
}
else // surfel is already in some plane.
visitor.ignore();
}
// Assign random color for each plane.
ptrSegment->color = Color( rand() % 256, rand() % 256, rand() % 256, 255 );
}
Viewer3D<> viewer( ks );
viewer.show();
for ( std::map<Vertex,SegmentedPlane*>::const_iterator
it = v2plane.begin(), itE = v2plane.end();
it != itE; ++it )
{
viewer << CustomColors3D( it->second->color, it->second->color );
viewer << ks.unsigns( it->first );
}
viewer << Viewer3D<>::updateDisplay;
for ( std::vector<SegmentedPlane*>::iterator
it = segmentedPlanes.begin(), itE = segmentedPlanes.end();
it != itE; ++it )
delete *it;
segmentedPlanes.clear();
v2plane.clear();
return application.exec();
}
ConstIterator
MyDigitalSurface::ConstIterator ConstIterator
Definition: greedy-plane-segmentation-ex2.cpp:93
DGtal::DigitalSurface::SurfelSet
KSpace::SurfelSet SurfelSet
Definition: DigitalSurface.h:167
DGtal::DigitalSurface::ConstIterator
DigitalSurfaceContainer::SurfelConstIterator ConstIterator
Definition: DigitalSurface.h:163
DGtal::SetFromImage
Aim: Define utilities to convert a digital set into an image.
Definition: SetFromImage.h:64
NaivePlaneComputer
COBANaivePlaneComputer< Z3, InternalInteger > NaivePlaneComputer
Definition: greedy-plane-segmentation-ex2.cpp:88
DGtal::Trace::endBlock
double endBlock()
DGtal::DigitalSurface
Aim: Represents a set of n-1-cells in a nD space, together with adjacency relation between these cell...
Definition: DigitalSurface.h:140
DGtal::Color
Structure representing an RGB triple with alpha component.
Definition: Color.h:67
DGtal::KhalimskySpaceND::init
bool init(const Point &lower, const Point &upper, bool isClosed)
Specifies the upper and lower bounds for the maximal cells in this space.
DGtal::trace
Trace trace
Definition: Common.h:150
DGtal::DigitalSetBoundary
Aim: A model of CDigitalSurfaceContainer which defines the digital surface as the boundary of a given...
Definition: DigitalSetBoundary.h:70
Aim: This class is useful to perform a breadth-first exploration of a graph given a starting point or...
DGtal::Dimension
DGtal::uint32_t Dimension
Definition: Common.h:133
std::pair< Vertex, Data > Node
FIXME.
DGtal::Trace::beginBlock
void beginBlock(const std::string &keyword="")
Visitor
Definition: greedy-plane-segmentation-ex2.cpp:97
DGtal::KhalimskySpaceND::sCoords
Point sCoords(const SCell &c) const
Return its digital coordinates.
Vertex
TriMesh::Vertex Vertex
Definition: testTriangulatedSurface.cpp:57
SurfelSetIterator
SurfelSet::iterator SurfelSetIterator
Definition: greedy-plane-segmentation-ex2.cpp:96
DGtal::Trace::info
std::ostream & info()
DGtal::Trace::progressBar
void progressBar(const double currentValue, const double maximalValue)
DGtal::KhalimskySpaceND::sDirectIncident
SCell sDirectIncident(const SCell &p, Dimension k) const
Return the direct incident cell of [p] along [k] (the incident cell along [k])
DGtal::Z2i::DigitalSet
DigitalSetSelector< Domain, BIG_DS+HIGH_BEL_DS >::Type DigitalSet
Definition: StdDefs.h:100
DGtal::Viewer3D
Definition: Viewer3D.h:133
Image
ImageContainerBySTLVector< Domain, Value > Image
Definition: testSimpleRandomAccessRangeFromPoint.cpp:45
DGtal
DGtal is the top-level namespace which contains all DGtal functions and types.
Definition: ClosedIntegerHalfPlane.h:49
main
int main(int argc, char **argv)
Definition: testArithmeticDSS-benchmark.cpp:147
DGtal::KhalimskySpaceND::sOrthDir
Dimension sOrthDir(const SCell &s) const
Given a signed surfel [s], returns its orthogonal direction (ie, the coordinate where the surfel is c...
DGtal::Image
Aim: implements association bewteen points lying in a digital domain and values.
Definition: Image.h:70
DGtal::DigitalSurface::Vertex
Surfel Vertex
Defines the type for a vertex.
Definition: DigitalSurface.h:177
MyDigitalSurfaceContainer
DigitalSetBoundary< KSpace, DigitalSet > MyDigitalSurfaceContainer
Definition: greedy-plane-segmentation-ex2.cpp:91
Aim: implements methods to read a "Vol" file format.
DGtal::int64_t
boost::int64_t int64_t
signed 94-bit integer.
Definition: BasicTypes.h:74
DGtal::KhalimskySpaceND::unsigns
Cell unsigns(const SCell &p) const
Creates an unsigned cell from a signed one.
DGtal::COBANaivePlaneComputer< Z3, InternalInteger >
Point
MyPointD Point
Definition: testClone2.cpp:383
InternalInteger
DGtal::int64_t InternalInteger
Definition: greedy-plane-segmentation-ex2.cpp:87
MyDigitalSurface
DigitalSurface< MyDigitalSurfaceContainer > MyDigitalSurface
Definition: greedy-plane-segmentation-ex2.cpp:92
SurfelSet
MyDigitalSurface::SurfelSet SurfelSet
Definition: greedy-plane-segmentation-ex2.cpp:95
DGtal::KhalimskySpaceND
Aim: This class is a model of CCellularGridSpaceND. It represents the cubical grid as a cell complex,...
Definition: KhalimskySpaceND.h:394