OpenVDB 5.1.0

LevelSetFilter.h
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1 //
3 // Copyright (c) 2012-2018 DreamWorks Animation LLC
4 //
5 // All rights reserved. This software is distributed under the
6 // Mozilla Public License 2.0 ( http://www.mozilla.org/MPL/2.0/ )
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41
42 #ifndef OPENVDB_TOOLS_LEVELSETFILTER_HAS_BEEN_INCLUDED
43 #define OPENVDB_TOOLS_LEVELSETFILTER_HAS_BEEN_INCLUDED
44
45 #include "LevelSetTracker.h"
46 #include "Interpolation.h"
47 #include <algorithm> // for std::max()
48 #include <functional>
49 #include <type_traits>
50
51
52 namespace openvdb {
53 OPENVDB_USE_VERSION_NAMESPACE
54 namespace OPENVDB_VERSION_NAME {
55 namespace tools {
56
63 template<typename GridT,
64 typename MaskT = typename GridT::template ValueConverter<float>::Type,
65 typename InterruptT = util::NullInterrupter>
66 class LevelSetFilter : public LevelSetTracker<GridT, InterruptT>
67 {
68 public:
69 using BaseType = LevelSetTracker<GridT, InterruptT>;
70 using GridType = GridT;
71 using MaskType = MaskT;
72 using TreeType = typename GridType::TreeType;
73 using ValueType = typename TreeType::ValueType;
74 using AlphaType = typename MaskType::ValueType;
75 static_assert(std::is_floating_point<AlphaType>::value,
76 "LevelSetFilter requires a mask grid with floating-point values");
77
81 LevelSetFilter(GridType& grid, InterruptT* interrupt = nullptr)
82 : BaseType(grid, interrupt)
83 , mMinMask(0)
84 , mMaxMask(1)
85 , mInvertMask(false)
86 {
87 }
89 ~LevelSetFilter() override {}
90
93 AlphaType minMask() const { return mMinMask; }
96 AlphaType maxMask() const { return mMaxMask; }
104 void setMaskRange(AlphaType min, AlphaType max)
105 {
106 if (!(min < max)) OPENVDB_THROW(ValueError, "Invalid mask range (expects min < max)");
107 mMinMask = min;
108 mMaxMask = max;
109 }
110
113 bool isMaskInverted() const { return mInvertMask; }
116 void invertMask(bool invert=true) { mInvertMask = invert; }
117
120 void meanCurvature(const MaskType* mask = nullptr)
121 {
122 Filter f(this, mask); f.meanCurvature();
123 }
124
127 void laplacian(const MaskType* mask = nullptr)
128 {
129 Filter f(this, mask); f.laplacian();
130 }
131
138 void gaussian(int width = 1, const MaskType* mask = nullptr)
139 {
140 Filter f(this, mask); f.gaussian(width);
141 }
142
146 void offset(ValueType offset, const MaskType* mask = nullptr)
147 {
148 Filter f(this, mask); f.offset(offset);
149 }
150
157 void median(int width = 1, const MaskType* mask = nullptr)
158 {
159 Filter f(this, mask); f.median(width);
160 }
161
167 void mean(int width = 1, const MaskType* mask = nullptr)
168 {
169 Filter f(this, mask); f.mean(width);
170 }
171
172 private:
173 // disallow copy construction and copy by assignment!
174 LevelSetFilter(const LevelSetFilter&);// not implemented
175 LevelSetFilter& operator=(const LevelSetFilter&);// not implemented
176
177 // Private struct that implements all the filtering.
178 struct Filter
179 {
180 using LeafT = typename TreeType::LeafNodeType;
181 using VoxelIterT = typename LeafT::ValueOnIter;
182 using VoxelCIterT = typename LeafT::ValueOnCIter;
183 using BufferT = typename tree::LeafManager<TreeType>::BufferType;
184 using LeafRange = typename tree::LeafManager<TreeType>::LeafRange;
185 using LeafIterT = typename LeafRange::Iterator;
186 using AlphaMaskT = tools::AlphaMask<GridT, MaskT>;
187
188 Filter(LevelSetFilter* parent, const MaskType* mask) : mParent(parent), mMask(mask) {}
189 Filter(const Filter&) = default;
190 virtual ~Filter() {}
191
192 void box(int width);
193 void median(int width);
194 void mean(int width);
195 void gaussian(int width);
196 void laplacian();
197 void meanCurvature();
198 void offset(ValueType value);
199 void operator()(const LeafRange& r) const
200 {
201 if (mTask) mTask(const_cast<Filter*>(this), r);
202 else OPENVDB_THROW(ValueError, "task is undefined - don\'t call this method directly");
203 }
204 void cook(bool swap)
205 {
206 const int n = mParent->getGrainSize();
207 if (n>0) {
208 tbb::parallel_for(mParent->leafs().leafRange(n), *this);
209 } else {
210 (*this)(mParent->leafs().leafRange());
211 }
212 if (swap) mParent->leafs().swapLeafBuffer(1, n==0);
213 }
214
215 template <size_t Axis>
216 struct Avg {
217 Avg(const GridT& grid, Int32 w) :
218 acc(grid.tree()), width(w), frac(1/ValueType(2*w+1)) {}
219 inline ValueType operator()(Coord xyz)
220 {
221 ValueType sum = zeroVal<ValueType>();
222 Int32& i = xyz[Axis], j = i + width;
223 for (i -= width; i <= j; ++i) sum += acc.getValue(xyz);
224 return sum*frac;
225 }
226 typename GridT::ConstAccessor acc;
227 const Int32 width;
228 const ValueType frac;
229 };
230
231 template<typename AvgT>
232 void boxImpl(const LeafRange& r, Int32 w);
233
234 void boxXImpl(const LeafRange& r, Int32 w) { this->boxImpl<Avg<0> >(r,w); }
235 void boxZImpl(const LeafRange& r, Int32 w) { this->boxImpl<Avg<1> >(r,w); }
236 void boxYImpl(const LeafRange& r, Int32 w) { this->boxImpl<Avg<2> >(r,w); }
237
238 void medianImpl(const LeafRange&, int);
239 void meanCurvatureImpl(const LeafRange&);
240 void laplacianImpl(const LeafRange&);
241 void offsetImpl(const LeafRange&, ValueType);
242
243 LevelSetFilter* mParent;
244 const MaskType* mMask;
245 typename std::function<void (Filter*, const LeafRange&)> mTask;
246 }; // end of private Filter struct
247
248 AlphaType mMinMask, mMaxMask;
249 bool mInvertMask;
250
251 }; // end of LevelSetFilter class
252
253
255
256 template<typename GridT, typename MaskT, typename InterruptT>
257 inline void
258 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::median(int width)
259 {
260 mParent->startInterrupter("Median-value flow of level set");
261
262 mParent->leafs().rebuildAuxBuffers(1, mParent->getGrainSize()==0);
263
264 mTask = std::bind(&Filter::medianImpl,
265 std::placeholders::_1, std::placeholders::_2, std::max(1, width));
266 this->cook(true);
267
268 mParent->track();
269
270 mParent->endInterrupter();
271 }
272
273 template<typename GridT, typename MaskT, typename InterruptT>
274 inline void
275 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::mean(int width)
276 {
277 mParent->startInterrupter("Mean-value flow of level set");
278
279 this->box(width);
280
281 mParent->endInterrupter();
282 }
283
284 template<typename GridT, typename MaskT, typename InterruptT>
285 inline void
286 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::gaussian(int width)
287 {
288 mParent->startInterrupter("Gaussian flow of level set");
289
290 for (int n=0; n<4; ++n) this->box(width);
291
292 mParent->endInterrupter();
293 }
294
295 template<typename GridT, typename MaskT, typename InterruptT>
296 inline void
297 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::box(int width)
298 {
299 mParent->leafs().rebuildAuxBuffers(1, mParent->getGrainSize()==0);
300
301 width = std::max(1, width);
302
303 mTask = std::bind(&Filter::boxXImpl, std::placeholders::_1, std::placeholders::_2, width);
304 this->cook(true);
305
306 mTask = std::bind(&Filter::boxYImpl, std::placeholders::_1, std::placeholders::_2, width);
307 this->cook(true);
308
309 mTask = std::bind(&Filter::boxZImpl, std::placeholders::_1, std::placeholders::_2, width);
310 this->cook(true);
311
312 mParent->track();
313 }
314
315 template<typename GridT, typename MaskT, typename InterruptT>
316 inline void
317 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::meanCurvature()
318 {
319 mParent->startInterrupter("Mean-curvature flow of level set");
320
321 mParent->leafs().rebuildAuxBuffers(1, mParent->getGrainSize()==0);
322
323 mTask = std::bind(&Filter::meanCurvatureImpl, std::placeholders::_1, std::placeholders::_2);
324 this->cook(true);
325
326 mParent->track();
327
328 mParent->endInterrupter();
329 }
330
331 template<typename GridT, typename MaskT, typename InterruptT>
332 inline void
333 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::laplacian()
334 {
335 mParent->startInterrupter("Laplacian flow of level set");
336
337 mParent->leafs().rebuildAuxBuffers(1, mParent->getGrainSize()==0);
338
339 mTask = std::bind(&Filter::laplacianImpl, std::placeholders::_1, std::placeholders::_2);
340 this->cook(true);
341
342 mParent->track();
343
344 mParent->endInterrupter();
345 }
346
347 template<typename GridT, typename MaskT, typename InterruptT>
348 inline void
349 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::offset(ValueType value)
350 {
351 mParent->startInterrupter("Offsetting level set");
352
353 mParent->leafs().removeAuxBuffers();// no auxiliary buffers required
354
355 const ValueType CFL = ValueType(0.5) * mParent->voxelSize(), offset = openvdb::math::Abs(value);
356 ValueType dist = 0.0;
357 while (offset-dist > ValueType(0.001)*CFL && mParent->checkInterrupter()) {
358 const ValueType delta = openvdb::math::Min(offset-dist, CFL);
359 dist += delta;
360
361 mTask = std::bind(&Filter::offsetImpl,
362 std::placeholders::_1, std::placeholders::_2, copysign(delta, value));
363 this->cook(false);
364
365 mParent->track();
366 }
367
368 mParent->endInterrupter();
369 }
370
371
373
375 template<typename GridT, typename MaskT, typename InterruptT>
376 inline void
377 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::meanCurvatureImpl(const LeafRange& range)
378 {
379 mParent->checkInterrupter();
380 //const float CFL = 0.9f, dt = CFL * mDx * mDx / 6.0f;
381 const ValueType dx = mParent->voxelSize(), dt = math::Pow2(dx) / ValueType(3.0);
382 math::CurvatureStencil<GridType> stencil(mParent->grid(), dx);
383 if (mMask) {
384 typename AlphaMaskT::FloatType a, b;
385 AlphaMaskT alpha(mParent->grid(), *mMask, mParent->minMask(),
386 mParent->maxMask(), mParent->isMaskInverted());
387 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
388 ValueType* buffer = leafIter.buffer(1).data();
389 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
390 if (alpha(iter.getCoord(), a, b)) {
391 stencil.moveTo(iter);
392 const ValueType phi0 = *iter, phi1 = phi0 + dt*stencil.meanCurvatureNormGrad();
393 buffer[iter.pos()] = b * phi0 + a * phi1;
394 }
395 }
396 }
397 } else {
398 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
399 ValueType* buffer = leafIter.buffer(1).data();
400 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
401 stencil.moveTo(iter);
402 buffer[iter.pos()] = *iter + dt*stencil.meanCurvatureNormGrad();
403 }
404 }
405 }
406 }
407
415 template<typename GridT, typename MaskT, typename InterruptT>
416 inline void
417 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::laplacianImpl(const LeafRange& range)
418 {
419 mParent->checkInterrupter();
420 //const float CFL = 0.9f, half_dt = CFL * mDx * mDx / 12.0f;
421 const ValueType dx = mParent->voxelSize(), dt = math::Pow2(dx) / ValueType(6.0);
422 math::GradStencil<GridType> stencil(mParent->grid(), dx);
423 if (mMask) {
424 typename AlphaMaskT::FloatType a, b;
425 AlphaMaskT alpha(mParent->grid(), *mMask, mParent->minMask(),
426 mParent->maxMask(), mParent->isMaskInverted());
427 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
428 ValueType* buffer = leafIter.buffer(1).data();
429 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
430 if (alpha(iter.getCoord(), a, b)) {
431 stencil.moveTo(iter);
432 const ValueType phi0 = *iter, phi1 = phi0 + dt*stencil.laplacian();
433 buffer[iter.pos()] = b * phi0 + a * phi1;
434 }
435 }
436 }
437 } else {
438 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
439 ValueType* buffer = leafIter.buffer(1).data();
440 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
441 stencil.moveTo(iter);
442 buffer[iter.pos()] = *iter + dt*stencil.laplacian();
443 }
444 }
445 }
446 }
447
449 template<typename GridT, typename MaskT, typename InterruptT>
450 inline void
451 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::offsetImpl(
452 const LeafRange& range, ValueType offset)
453 {
454 mParent->checkInterrupter();
455 if (mMask) {
456 typename AlphaMaskT::FloatType a, b;
457 AlphaMaskT alpha(mParent->grid(), *mMask, mParent->minMask(),
458 mParent->maxMask(), mParent->isMaskInverted());
459 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
460 for (VoxelIterT iter = leafIter->beginValueOn(); iter; ++iter) {
461 if (alpha(iter.getCoord(), a, b)) iter.setValue(*iter + a*offset);
462 }
463 }
464 } else {
465 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
466 for (VoxelIterT iter = leafIter->beginValueOn(); iter; ++iter) {
467 iter.setValue(*iter + offset);
468 }
469 }
470 }
471 }
472
474 template<typename GridT, typename MaskT, typename InterruptT>
475 inline void
476 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::medianImpl(const LeafRange& range, int width)
477 {
478 mParent->checkInterrupter();
479 typename math::DenseStencil<GridType> stencil(mParent->grid(), width);//creates local cache!
480 if (mMask) {
481 typename AlphaMaskT::FloatType a, b;
482 AlphaMaskT alpha(mParent->grid(), *mMask, mParent->minMask(),
483 mParent->maxMask(), mParent->isMaskInverted());
484 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
485 ValueType* buffer = leafIter.buffer(1).data();
486 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
487 if (alpha(iter.getCoord(), a, b)) {
488 stencil.moveTo(iter);
489 buffer[iter.pos()] = b * (*iter) + a * stencil.median();
490 }
491 }
492 }
493 } else {
494 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
495 ValueType* buffer = leafIter.buffer(1).data();
496 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
497 stencil.moveTo(iter);
498 buffer[iter.pos()] = stencil.median();
499 }
500 }
501 }
502 }
503
505 template<typename GridT, typename MaskT, typename InterruptT>
506 template <typename AvgT>
507 inline void
508 LevelSetFilter<GridT, MaskT, InterruptT>::Filter::boxImpl(const LeafRange& range, Int32 w)
509 {
510 mParent->checkInterrupter();
511 AvgT avg(mParent->grid(), w);
512 if (mMask) {
513 typename AlphaMaskT::FloatType a, b;
514 AlphaMaskT alpha(mParent->grid(), *mMask, mParent->minMask(),
515 mParent->maxMask(), mParent->isMaskInverted());
516 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
517 ValueType* buffer = leafIter.buffer(1).data();
518 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
519 const Coord xyz = iter.getCoord();
520 if (alpha(xyz, a, b)) buffer[iter.pos()] = b * (*iter)+ a * avg(xyz);
521 }
522 }
523 } else {
524 for (LeafIterT leafIter=range.begin(); leafIter; ++leafIter) {
525 ValueType* buffer = leafIter.buffer(1).data();
526 for (VoxelCIterT iter = leafIter->cbeginValueOn(); iter; ++iter) {
527 buffer[iter.pos()] = avg(iter.getCoord());
528 }
529 }
530 }
531 }
532
533 } // namespace tools
534 } // namespace OPENVDB_VERSION_NAME
535 } // namespace openvdb
536
537 #endif // OPENVDB_TOOLS_LEVELSETFILTER_HAS_BEEN_INCLUDED
538
539 // Copyright (c) 2012-2018 DreamWorks Animation LLC
540 // All rights reserved. This software is distributed under the
541 // Mozilla Public License 2.0 ( http://www.mozilla.org/MPL/2.0/ )
openvdb::v5_1::tree::LeafManager::BufferType
typename CopyConstness< TreeType, NonConstBufferType >::Type BufferType
Definition: LeafManager.h:121
openvdb::v5_1::tools::LevelSetFilter::gaussian
void gaussian(int width=1, const MaskType *mask=nullptr)
One iteration of a fast separable Gaussian filter.
Definition: LevelSetFilter.h:138
openvdb::v5_1::tools::LevelSetFilter::maxMask
AlphaType maxMask() const
Return the maximum value of the mask to be used for the derivation of a smooth alpha value...
Definition: LevelSetFilter.h:96
LevelSetTracker.h
Performs multi-threaded interface tracking of narrow band level sets. This is the building-block for ...
openvdb::v5_1::math::Abs
Coord Abs(const Coord &xyz)
Definition: Coord.h:513
openvdb::v5_1::math::Axis
Axis
Definition: Math.h:856
openvdb::v5_1::tools::LevelSetFilter::Filter::Avg::operator()
ValueType operator()(Coord xyz)
Definition: LevelSetFilter.h:219
openvdb::v5_1::tools::LevelSetFilter::AlphaType
typename MaskType::ValueType AlphaType
Definition: LevelSetFilter.h:74
OPENVDB_THROW
#define OPENVDB_THROW(exception, message)
Definition: Exceptions.h:109
openvdb::v5_1::tools::LevelSetFilter::GridType
GridT GridType
Definition: LevelSetFilter.h:70
openvdb::v5_1::math::Min
const Type & Min(const Type &a, const Type &b)
Return the minimum of two values.
Definition: Math.h:610
openvdb::v5_1::tools::LevelSetFilter::TreeType
typename GridType::TreeType TreeType
Definition: LevelSetFilter.h:72
openvdb::v5_1::math::Pow2
Type Pow2(Type x)
Return x2.
Definition: Math.h:502
openvdb::v5_1::tools::LevelSetFilter::Filter::Avg::acc
GridT::ConstAccessor acc
Definition: LevelSetFilter.h:226
openvdb::v5_1::tools::LevelSetFilter::~LevelSetFilter
~LevelSetFilter() override
Default destructor.
Definition: LevelSetFilter.h:89
openvdb::v5_1::tools::LevelSetFilter::offset
void offset(ValueType offset, const MaskType *mask=nullptr)
Offset the level set by the specified (world) distance.
Definition: LevelSetFilter.h:146
openvdb::v5_1::tools::LevelSetFilter::Filter::Avg::width
const Int32 width
Definition: LevelSetFilter.h:227
OPENVDB_VERSION_NAME
#define OPENVDB_VERSION_NAME
The version namespace name for this library version.
Definition: version.h:136
openvdb::v5_1::tools::LevelSetFilter::Filter::Avg::Avg
Avg(const GridT &grid, Int32 w)
Definition: LevelSetFilter.h:217
openvdb::v5_1::ValueError
Definition: Exceptions.h:92
openvdb::v5_1::tools::LevelSetFilter::isMaskInverted
bool isMaskInverted() const
Return true if the mask is inverted, i.e. min->max in the original mask maps to 1->0 in the inverted ...
Definition: LevelSetFilter.h:113
openvdb::v5_1::tools::Filter
Volume filtering (e.g., diffusion) with optional alpha masking.
Definition: Filter.h:67
openvdb::v5_1::tools::LevelSetFilter::setMaskRange
void setMaskRange(AlphaType min, AlphaType max)
Define the range for the (optional) scalar mask.
Definition: LevelSetFilter.h:104
openvdb::v5_1::tools::LevelSetFilter::minMask
AlphaType minMask() const
Return the minimum value of the mask to be used for the derivation of a smooth alpha value...
Definition: LevelSetFilter.h:93
openvdb::v5_1::Int32
int32_t Int32
Definition: Types.h:63
openvdb
Definition: Exceptions.h:40
openvdb::v5_1::tree::LeafManager::LeafRange
Definition: LeafManager.h:127
openvdb::v5_1::tools::LevelSetFilter::laplacian
void laplacian(const MaskType *mask=nullptr)
One iteration of Laplacian flow of the level set.
Definition: LevelSetFilter.h:127
openvdb::v5_1::tools::LevelSetFilter
Filtering (e.g. diffusion) of narrow-band level sets. An optional scalar field can be used to produce...
Definition: LevelSetFilter.h:66
openvdb::v5_1::tools::LevelSetFilter::invertMask
void invertMask(bool invert=true)
Invert the optional mask, i.e. min->max in the original mask maps to 1->0 in the inverted alpha mask...
Definition: LevelSetFilter.h:116
openvdb::v5_1::tools::LevelSetFilter::mean
void mean(int width=1, const MaskType *mask=nullptr)
One iteration of mean-value flow of the level set.
Definition: LevelSetFilter.h:167
openvdb::v5_1::tools::LevelSetFilter::LevelSetFilter
LevelSetFilter(GridType &grid, InterruptT *interrupt=nullptr)
Main constructor from a grid.
Definition: LevelSetFilter.h:81
openvdb::v5_1::tools::LevelSetFilter::Filter::Avg::frac
const ValueType frac
Definition: LevelSetFilter.h:228
openvdb::v5_1::tools::LevelSetFilter::median
void median(int width=1, const MaskType *mask=nullptr)
One iteration of median-value flow of the level set.
Definition: LevelSetFilter.h:157
openvdb::v5_1::tools::laplacian
GridType::Ptr laplacian(const GridType &grid, bool threaded, InterruptT *interrupt)
Compute the Laplacian of the given scalar grid.
Definition: GridOperators.h:1040
openvdb::v5_1::tools::LevelSetFilter::Filter::Avg
Definition: LevelSetFilter.h:216
openvdb::v5_1::tools::LevelSetFilter::meanCurvature
void meanCurvature(const MaskType *mask=nullptr)
One iteration of mean-curvature flow of the level set.
Definition: LevelSetFilter.h:120
openvdb::v5_1::tools::LevelSetTracker
Performs multi-threaded interface tracking of narrow band level sets.
Definition: LevelSetTracker.h:67
openvdb::v5_1::tools::composite::min
const std::enable_if<!VecTraits< T >::IsVec, T >::type & min(const T &a, const T &b)
Definition: Composite.h:129
Interpolation.h
openvdb::v5_1::math::Coord
Signed (x, y, z) 32-bit integer coordinates.
Definition: Coord.h:51
openvdb::v5_1::tools::AlphaMask
Definition: Interpolation.h:570
openvdb::v5_1::tools::LevelSetFilter::MaskType
MaskT MaskType
Definition: LevelSetFilter.h:71
openvdb::v5_1::tools::LevelSetFilter::ValueType
typename TreeType::ValueType ValueType
Definition: LevelSetFilter.h:73
OPENVDB_USE_VERSION_NAMESPACE
#define OPENVDB_USE_VERSION_NAMESPACE
Definition: version.h:188
openvdb::v5_1::tools::meanCurvature
GridType::Ptr meanCurvature(const GridType &grid, bool threaded, InterruptT *interrupt)
Compute the mean curvature of the given grid.
Definition: GridOperators.h:1057
openvdb::v5_1::tools::composite::max
const std::enable_if<!VecTraits< T >::IsVec, T >::type & max(const T &a, const T &b)
Definition: Composite.h:133
openvdb::v5_1::tools::LevelSetTracker::LeafRange
typename LeafManagerType::LeafRange LeafRange
Definition: LevelSetTracker.h:75