public List <PCA /*_Synth*/> pcaSynth()
{
if (Globals.isDefined("4D"))
{
return(m_PCASynth_4Drecoloring);
}
else
{
return(m_PCASynth);
}
}
// -----------------------------------------------------
int computeStackLevels(MultiDimFloatTexture tex, bool toroidal, ref MultiDimFloatTexture[] _lvls)
{
MultiDimFloatTexture large = enlargeTexture(tex, toroidal ? 0 : 1);
int nlvl = 0;
if (Globals.isDefined("gauss") || Globals.FORCE_GAUSS)
{
if (Globals.PRINT_DEBUG_MSG)
{
Debug.Print("(using Gauss filter)");
}
nlvl = computeStackLevels_Gauss(large, ref _lvls);
}
else
{
nlvl = computeStackLevels_Box(large, ref _lvls);
}
large = null;
return(nlvl);
}
void computeSynthNeighborhoods()
{
ScopeTimer tm = new ScopeTimer("[computeSynthNeighborhoods]");
m_SynthNeighborhoods = new NeighborhoodSynth[mNumLevels][];
// foreach level
for (int level = 0; level < mNumLevels; level++)
{
MultiDimFloatTexture recolored_level = null;
if (Globals.isDefined("4D"))
{
// . keep only 4 dimension from recolored exemplar
MultiDimFloatTexture level_4D = new MultiDimFloatTexture(mOwner.recoloredStack(level).width(), mOwner.recoloredStack(level).height(), mOwner.recoloredStack(level).numComp());
int w = level_4D.getWidth();
int h = level_4D.getHeight();
Globals.Assert(w == mOwner.stack(level).getWidth() && h == mOwner.stack(level).height());
Globals.Assert(level_4D.numComp() == Globals.NUM_RECOLORED_PCA_COMPONENTS);
for (int i = 0; i < w; i++)
{
for (int j = 0; j < h; j++)
{
// . copy first four channels
for (int c = 0; c < 4; c++)
{
level_4D.set(mOwner.recoloredStack(level).get(i, j, c), i, j, c);
}
// . zero out all channels above 4
for (int c = 4; c < level_4D.numComp(); c++)
{
level_4D.set(0, i, j, c);
}
}
}
recolored_level = level_4D;
}
else
{
// . keep all dimensions
recolored_level = mOwner.recoloredStack(level);
}
m_SynthNeighborhoods[level] = new NeighborhoodSynth[recolored_level.width() * recolored_level.height()];
stack_accessor_v2 access = new stack_accessor_v2(level);
for (int j = 0; j < recolored_level.height(); j++)
{
for (int i = 0; i < recolored_level.width(); i++)
{
int index = i + j * recolored_level.width();
m_SynthNeighborhoods[level][index] = new NeighborhoodSynth();
m_SynthNeighborhoods[level][index].construct(
recolored_level,
access,
(!mOwner.isToroidal()) && level < (mNumLevels - Globals.NUM_LEVELS_WITHOUT_BORDER),
//(!m_bToroidal) && l < FIRST_LEVEL_WITH_BORDER,
level, i, j);
}
}
}
tm.destroy();
tm = null;
}
