static bool filterSmallRegions(int minRegionSize, int mergeRegionSize,
unsigned short& maxRegionId,
rcCompactHeightfield& chf,
unsigned short* src)
{
const int w = chf.width;
const int h = chf.height;
int nreg = maxRegionId+1;
rcRegion* regions = new rcRegion[nreg];
if (!regions)
{
if (rcGetLog())
rcGetLog()->log(RC_LOG_ERROR, "filterSmallRegions: Out of memory 'regions' (%d).", nreg);
return false;
}
for (int i = 0; i < nreg; ++i)
regions[i].id = (unsigned short)i;
// Find edge of a region and find connections around the contour.
for (int y = 0; y < h; ++y)
{
for (int x = 0; x < w; ++x)
{
const rcCompactCell& c = chf.cells[x+y*w];
for (int i = (int)c.index, ni = (int)(c.index+c.count); i < ni; ++i)
{
unsigned short r = src[i*2];
if (r == 0 || r >= nreg)
continue;
rcRegion& reg = regions[r];
reg.count++;
// Update floors.
for (int j = (int)c.index; j < ni; ++j)
{
if (i == j) continue;
unsigned short floorId = src[j*2];
if (floorId == 0 || floorId >= nreg)
continue;
addUniqueFloorRegion(reg, floorId);
}
// Have found contour
if (reg.connections.size() > 0)
continue;
// Check if this cell is next to a border.
int ndir = -1;
for (int dir = 0; dir < 4; ++dir)
{
if (isSolidEdge(chf, src, x, y, i, dir))
{
ndir = dir;
break;
}
}
if (ndir != -1)
{
// The cell is at border.
// Walk around the contour to find all the neighbours.
walkContour(x, y, i, ndir, chf, src, reg.connections);
}
}
}
}
// Remove too small unconnected regions.
for (int i = 0; i < nreg; ++i)
{
rcRegion& reg = regions[i];
if (reg.id == 0 || (reg.id & RC_BORDER_REG))
continue;
if (reg.count == 0)
continue;
if (reg.connections.size() == 1 && reg.connections[0] == 0)
{
if (reg.count < minRegionSize)
{
// Non-connected small region, remove.
reg.count = 0;
reg.id = 0;
}
}
}
// Merge too small regions to neighbour regions.
int mergeCount = 0 ;
do
{
mergeCount = 0;
for (int i = 0; i < nreg; ++i)
{
rcRegion& reg = regions[i];
if (reg.id == 0 || (reg.id & RC_BORDER_REG))
continue;
if (reg.count == 0)
continue;
// Check to see if the region should be merged.
if (reg.count > mergeRegionSize && isRegionConnectedToBorder(reg))
continue;
// Small region with more than 1 connection.
// Or region which is not connected to a border at all.
// Find smallest neighbour region that connects to this one.
int smallest = 0xfffffff;
unsigned short mergeId = reg.id;
for (int j = 0; j < reg.connections.size(); ++j)
{
if (reg.connections[j] & RC_BORDER_REG) continue;
rcRegion& mreg = regions[reg.connections[j]];
if (mreg.id == 0 || (mreg.id & RC_BORDER_REG)) continue;
if (mreg.count < smallest &&
canMergeWithRegion(reg, mreg.id) &&
canMergeWithRegion(mreg, reg.id))
{
smallest = mreg.count;
mergeId = mreg.id;
}
}
// Found new id.
if (mergeId != reg.id)
{
unsigned short oldId = reg.id;
rcRegion& target = regions[mergeId];
// Merge neighbours.
if (mergeRegions(target, reg))
{
// Fixup regions pointing to current region.
for (int j = 0; j < nreg; ++j)
{
if (regions[j].id == 0 || (regions[j].id & RC_BORDER_REG)) continue;
// If another region was already merged into current region
// change the nid of the previous region too.
if (regions[j].id == oldId)
regions[j].id = mergeId;
// Replace the current region with the new one if the
// current regions is neighbour.
replaceNeighbour(regions[j], oldId, mergeId);
}
mergeCount++;
}
}
}
}
while (mergeCount > 0);
// Compress region Ids.
for (int i = 0; i < nreg; ++i)
{
regions[i].remap = false;
if (regions[i].id == 0) continue; // Skip nil regions.
if (regions[i].id & RC_BORDER_REG) continue; // Skip external regions.
regions[i].remap = true;
}
unsigned short regIdGen = 0;
for (int i = 0; i < nreg; ++i)
{
if (!regions[i].remap)
continue;
unsigned short oldId = regions[i].id;
unsigned short newId = ++regIdGen;
for (int j = i; j < nreg; ++j)
{
if (regions[j].id == oldId)
{
regions[j].id = newId;
regions[j].remap = false;
}
}
}
maxRegionId = regIdGen;
// Remap regions.
for (int i = 0; i < chf.spanCount; ++i)
{
if ((src[i*2] & RC_BORDER_REG) == 0)
src[i*2] = regions[src[i*2]].id;
}
delete [] regions;
return true;
}
static bool filterSmallRegions(rcContext* ctx, int minRegionArea, int mergeRegionSize,
unsigned short& maxRegionId,
rcCompactHeightfield& chf,
unsigned short* srcReg)
{
const int w = chf.width;
const int h = chf.height;
const int nreg = maxRegionId+1;
rcRegion* regions = (rcRegion*)rcAlloc(sizeof(rcRegion)*nreg, RC_ALLOC_TEMP);
if (!regions)
{
ctx->log(RC_LOG_ERROR, "filterSmallRegions: Out of memory 'regions' (%d).", nreg);
return false;
}
// Construct regions
for (int i = 0; i < nreg; ++i)
new(®ions[i]) rcRegion((unsigned short)i);
// Find edge of a region and find connections around the contour.
for (int y = 0; y < h; ++y)
{
for (int x = 0; x < w; ++x)
{
const rcCompactCell& c = chf.cells[x+y*w];
for (int i = (int)c.index, ni = (int)(c.index+c.count); i < ni; ++i)
{
unsigned short r = srcReg[i];
if (r == 0 || r >= nreg)
continue;
rcRegion& reg = regions[r];
reg.spanCount++;
// Update floors.
for (int j = (int)c.index; j < ni; ++j)
{
if (i == j) continue;
unsigned short floorId = srcReg[j];
if (floorId == 0 || floorId >= nreg)
continue;
addUniqueFloorRegion(reg, floorId);
}
// Have found contour
if (reg.connections.size() > 0)
continue;
reg.areaType = chf.areas[i];
// Check if this cell is next to a border.
int ndir = -1;
for (int dir = 0; dir < 4; ++dir)
{
if (isSolidEdge(chf, srcReg, x, y, i, dir))
{
ndir = dir;
break;
}
}
if (ndir != -1)
{
// The cell is at border.
// Walk around the contour to find all the neighbours.
walkContour(x, y, i, ndir, chf, srcReg, reg.connections);
}
}
}
}
// Remove too small regions.
rcIntArray stack(32);
rcIntArray trace(32);
for (int i = 0; i < nreg; ++i)
{
rcRegion& reg = regions[i];
if (reg.id == 0 || (reg.id & RC_BORDER_REG))
continue;
if (reg.spanCount == 0)
continue;
if (reg.visited)
continue;
// Count the total size of all the connected regions.
// Also keep track of the regions connects to a tile border.
bool connectsToBorder = false;
int spanCount = 0;
stack.resize(0);
trace.resize(0);
reg.visited = true;
stack.push(i);
while (stack.size())
{
// Pop
int ri = stack.pop();
rcRegion& creg = regions[ri];
spanCount += creg.spanCount;
trace.push(ri);
for (int j = 0; j < creg.connections.size(); ++j)
{
if (creg.connections[j] & RC_BORDER_REG)
{
connectsToBorder = true;
continue;
}
rcRegion& neireg = regions[creg.connections[j]];
if (neireg.visited)
continue;
if (neireg.id == 0 || (neireg.id & RC_BORDER_REG))
continue;
// Visit
stack.push(neireg.id);
neireg.visited = true;
}
}
// If the accumulated regions size is too small, remove it.
// Do not remove areas which connect to tile borders
// as their size cannot be estimated correctly and removing them
// can potentially remove necessary areas.
if (spanCount < minRegionArea && !connectsToBorder)
{
// Kill all visited regions.
for (int j = 0; j < trace.size(); ++j)
{
regions[trace[j]].spanCount = 0;
regions[trace[j]].id = 0;
}
}
}
// Merge too small regions to neighbour regions.
int mergeCount = 0 ;
do
{
mergeCount = 0;
for (int i = 0; i < nreg; ++i)
{
rcRegion& reg = regions[i];
if (reg.id == 0 || (reg.id & RC_BORDER_REG))
continue;
if (reg.spanCount == 0)
continue;
// Check to see if the region should be merged.
if (reg.spanCount > mergeRegionSize && isRegionConnectedToBorder(reg))
continue;
// Small region with more than 1 connection.
// Or region which is not connected to a border at all.
// Find smallest neighbour region that connects to this one.
int smallest = 0xfffffff;
unsigned short mergeId = reg.id;
for (int j = 0; j < reg.connections.size(); ++j)
{
if (reg.connections[j] & RC_BORDER_REG) continue;
rcRegion& mreg = regions[reg.connections[j]];
if (mreg.id == 0 || (mreg.id & RC_BORDER_REG)) continue;
if (mreg.spanCount < smallest &&
canMergeWithRegion(reg, mreg) &&
canMergeWithRegion(mreg, reg))
{
smallest = mreg.spanCount;
mergeId = mreg.id;
}
}
// Found new id.
if (mergeId != reg.id)
{
unsigned short oldId = reg.id;
rcRegion& target = regions[mergeId];
// Merge neighbours.
if (mergeRegions(target, reg))
{
// Fixup regions pointing to current region.
for (int j = 0; j < nreg; ++j)
{
if (regions[j].id == 0 || (regions[j].id & RC_BORDER_REG)) continue;
// If another region was already merged into current region
// change the nid of the previous region too.
if (regions[j].id == oldId)
regions[j].id = mergeId;
// Replace the current region with the new one if the
// current regions is neighbour.
replaceNeighbour(regions[j], oldId, mergeId);
}
mergeCount++;
}
}
}
}
while (mergeCount > 0);
// Compress region Ids.
for (int i = 0; i < nreg; ++i)
{
regions[i].remap = false;
if (regions[i].id == 0) continue; // Skip nil regions.
if (regions[i].id & RC_BORDER_REG) continue; // Skip external regions.
regions[i].remap = true;
}
unsigned short regIdGen = 0;
for (int i = 0; i < nreg; ++i)
{
if (!regions[i].remap)
continue;
unsigned short oldId = regions[i].id;
unsigned short newId = ++regIdGen;
for (int j = i; j < nreg; ++j)
{
if (regions[j].id == oldId)
{
regions[j].id = newId;
regions[j].remap = false;
}
}
}
maxRegionId = regIdGen;
// Remap regions.
for (int i = 0; i < chf.spanCount; ++i)
{
if ((srcReg[i] & RC_BORDER_REG) == 0)
srcReg[i] = regions[srcReg[i]].id;
}
for (int i = 0; i < nreg; ++i)
regions[i].~rcRegion();
rcFree(regions);
return true;
}
static dtStatus filterSmallRegions(dtTileCacheAlloc* alloc, dtTileCacheLayer& layer, int minRegionArea, int mergeRegionSize,
unsigned short& maxRegionId, unsigned short* srcReg)
{
const int w = (int)layer.header->width;
const int h = (int)layer.header->height;
const int nreg = maxRegionId+1;
dtFixedArray<dtLayerRegion> regions(alloc, nreg);
if (!regions)
{
return DT_FAILURE | DT_OUT_OF_MEMORY;
}
// Construct regions
regions.set(0);
for (int i = 0; i < nreg; ++i)
regions[i] = dtLayerRegion((unsigned short)i);
// Find edge of a region and find connections around the contour.
for (int y = 0; y < h; ++y)
{
const bool borderY = (y == 0) || (y == (h - 1));
for (int x = 0; x < w; ++x)
{
const int i = x+y*w;
unsigned short r = srcReg[i];
if (r == DT_TILECACHE_NULL_AREA || r >= nreg)
continue;
dtLayerRegion& reg = regions[r];
reg.cellCount++;
reg.border |= borderY || (x == 0) || (x == (w - 1));
// Have found contour
if (reg.connections.size() > 0)
continue;
reg.areaType = layer.areas[i];
// Check if this cell is next to a border.
int ndir = -1;
for (int dir = 0; dir < 4; ++dir)
{
if (isSolidEdge(layer, srcReg, x, y, i, dir))
{
ndir = dir;
break;
}
}
if (ndir != -1)
{
// The cell is at border.
// Walk around the contour to find all the neighbours.
walkContour(x, y, i, ndir, layer, srcReg, reg.connections);
}
}
}
// Remove too small regions.
dtIntArray stack(32);
dtIntArray trace(32);
for (int i = 0; i < nreg; ++i)
{
dtLayerRegion& reg = regions[i];
if (reg.id == 0)
continue;
if (reg.cellCount == 0)
continue;
if (reg.visited)
continue;
// Count the total size of all the connected regions.
// Also keep track of the regions connects to a tile border.
bool connectsToBorder = false;
int cellCount = 0;
stack.resize(0);
trace.resize(0);
reg.visited = true;
stack.push(i);
while (stack.size())
{
// Pop
int ri = stack.pop();
dtLayerRegion& creg = regions[ri];
connectsToBorder |= creg.border;
cellCount += creg.cellCount;
trace.push(ri);
for (int j = 0; j < creg.connections.size(); ++j)
{
dtLayerRegion& neireg = regions[creg.connections[j]];
if (neireg.visited)
continue;
if (neireg.id == 0)
continue;
// Visit
stack.push(neireg.id);
neireg.visited = true;
}
}
// If the accumulated regions size is too small, remove it.
// Do not remove areas which connect to tile borders
// as their size cannot be estimated correctly and removing them
// can potentially remove necessary areas.
if (cellCount < minRegionArea && !connectsToBorder)
{
// Kill all visited regions.
for (int j = 0; j < trace.size(); ++j)
{
regions[trace[j]].cellCount = 0;
regions[trace[j]].id = 0;
}
}
}
// Merge too small regions to neighbour regions.
int mergeCount = 0 ;
do
{
mergeCount = 0;
for (int i = 0; i < nreg; ++i)
{
dtLayerRegion& reg = regions[i];
if (reg.id == 0)
continue;
if (reg.cellCount == 0)
continue;
// Check to see if the region should be merged.
if (reg.cellCount > mergeRegionSize && reg.border)
continue;
// Small region with more than 1 connection.
// Or region which is not connected to a border at all.
// Find smallest neighbour region that connects to this one.
int smallest = 0xfffffff;
unsigned short mergeId = reg.id;
for (int j = 0; j < reg.connections.size(); ++j)
{
dtLayerRegion& mreg = regions[reg.connections[j]];
if (mreg.id == 0) continue;
if (mreg.cellCount < smallest &&
canMergeWithRegion(reg, mreg) &&
canMergeWithRegion(mreg, reg))
{
smallest = mreg.cellCount;
mergeId = mreg.id;
}
}
// Found new id.
if (mergeId != reg.id)
{
unsigned short oldId = reg.id;
dtLayerRegion& target = regions[mergeId];
// Merge neighbours.
if (mergeRegions(target, reg))
{
// Fixup regions pointing to current region.
for (int j = 0; j < nreg; ++j)
{
if (regions[j].id == 0) continue;
// If another region was already merged into current region
// change the nid of the previous region too.
if (regions[j].id == oldId)
regions[j].id = mergeId;
// Replace the current region with the new one if the
// current regions is neighbour.
replaceNeighbour(regions[j], oldId, mergeId);
}
mergeCount++;
}
}
}
}
while (mergeCount > 0);
// Compress region Ids.
for (int i = 0; i < nreg; ++i)
{
regions[i].remap = false;
if (regions[i].id == DT_TILECACHE_NULL_AREA) continue; // Skip nil regions.
regions[i].remap = true;
}
unsigned short regIdGen = 0;
for (int i = 0; i < nreg; ++i)
{
if (!regions[i].remap)
continue;
unsigned short oldId = regions[i].id;
unsigned short newId = ++regIdGen;
for (int j = i; j < nreg; ++j)
{
if (regions[j].id == oldId)
{
regions[j].id = newId;
regions[j].remap = false;
}
}
}
maxRegionId = regIdGen;
// Remap regions.
for (int i = w*h-1; i >= 0; i--)
{
srcReg[i] = regions[srcReg[i]].id;
}
for (int i = 0; i < nreg; ++i)
regions[i].~dtLayerRegion();
return DT_SUCCESS;
}