27#include "vtkCommonCoreModule.h"
28#include "vtkMathPrivate.hxx"
34#include "vtkMathConfigure.h"
41#define VTK_DBL_MIN 2.2250738585072014e-308
43#define VTK_DBL_MIN DBL_MIN
47#define VTK_DBL_EPSILON 2.2204460492503131e-16
49#define VTK_DBL_EPSILON DBL_EPSILON
52#ifndef VTK_DBL_EPSILON
54#define VTK_DBL_EPSILON 2.2204460492503131e-16
56#define VTK_DBL_EPSILON DBL_EPSILON
60VTK_ABI_NAMESPACE_BEGIN
70VTK_ABI_NAMESPACE_BEGIN
72template <
typename OutT>
77VTK_ABI_NAMESPACE_BEGIN
86 template <
class VectorT,
class =
void>
87 struct VectorImplementsSize : std::false_type
91 template <
class VectorT>
92 struct VectorImplementsSize<VectorT, decltype((void)
std::declval<VectorT>().size(), void())>
100 template <
class VectorT>
101 using EnableIfVectorImplementsSize =
102 typename std::enable_if<VectorImplementsSize<VectorT>::value>::type;
118 static constexpr double Pi() {
return 3.141592653589793; }
124 static float RadiansFromDegrees(
float degrees);
125 static double RadiansFromDegrees(
double degrees);
132 static float DegreesFromRadians(
float radians);
133 static double DegreesFromRadians(
double radians);
140 static int Round(
float f) {
return static_cast<int>(f + (f >= 0.0 ? 0.5 : -0.5)); }
141 static int Round(
double f) {
return static_cast<int>(f + (f >= 0.0 ? 0.5 : -0.5)); }
148 template <
typename OutT>
161 static int Floor(
double x);
168 static int Ceil(
double x);
182 static T
Min(
const T& a,
const T& b);
189 static T
Max(
const T& a,
const T& b);
337 template <
class VectorT1,
class VectorT2>
338 static void Assign(
const VectorT1& a, VectorT2&& b)
353 static void Add(
const float a[3],
const float b[3],
float c[3])
355 for (
int i = 0; i < 3; ++i)
364 static void Add(
const double a[3],
const double b[3],
double c[3])
366 for (
int i = 0; i < 3; ++i)
377 template <
class VectorT1,
class VectorT2,
class VectorT3>
378 static void Add(VectorT1&& a, VectorT2&& b, VectorT3& c)
380 for (
int i = 0; i < 3; ++i)
389 static void Subtract(
const float a[3],
const float b[3],
float c[3])
391 for (
int i = 0; i < 3; ++i)
400 static void Subtract(
const double a[3],
const double b[3],
double c[3])
402 for (
int i = 0; i < 3; ++i)
413 template <
class VectorT1,
class VectorT2,
class VectorT3>
414 static void Subtract(
const VectorT1& a,
const VectorT2& b, VectorT3&& c)
427 for (
int i = 0; i < 3; ++i)
439 for (
int i = 0; i < 2; ++i)
451 for (
int i = 0; i < 3; ++i)
463 for (
int i = 0; i < 2; ++i)
472 static float Dot(
const float a[3],
const float b[3])
474 return a[0] * b[0] + a[1] * b[1] + a[2] * b[2];
480 static double Dot(
const double a[3],
const double b[3])
482 return a[0] * b[0] + a[1] * b[1] + a[2] * b[2];
500 template <
typename ReturnTypeT = double,
typename TupleRangeT1,
typename TupleRangeT2,
501 typename EnableT =
typename std::conditional<!std::is_pointer<TupleRangeT1>::value &&
502 !std::is_array<TupleRangeT1>::value,
503 TupleRangeT1, TupleRangeT2>::type::value_type>
504 static ReturnTypeT
Dot(
const TupleRangeT1& a,
const TupleRangeT2& b)
506 return a[0] * b[0] + a[1] * b[1] + a[2] * b[2];
512 static void Outer(
const float a[3],
const float b[3],
float c[3][3])
514 for (
int i = 0; i < 3; ++i)
516 for (
int j = 0; j < 3; ++j)
518 c[i][j] = a[i] * b[j];
526 static void Outer(
const double a[3],
const double b[3],
double c[3][3])
528 for (
int i = 0; i < 3; ++i)
530 for (
int j = 0; j < 3; ++j)
532 c[i][j] = a[i] * b[j];
542 template <
class VectorT1,
class VectorT2,
class VectorT3>
543 static void Cross(VectorT1&& a, VectorT2&& b, VectorT3& c);
549 static void Cross(
const float a[3],
const float b[3],
float c[3]);
555 static void Cross(
const double a[3],
const double b[3],
double c[3]);
561 static float Norm(
const float* x,
int n);
562 static double Norm(
const double* x,
int n);
568 static float Norm(
const float v[3]) {
return std::sqrt(v[0] * v[0] + v[1] * v[1] + v[2] * v[2]); }
573 static double Norm(
const double v[3])
575 return std::sqrt(v[0] * v[0] + v[1] * v[1] + v[2] * v[2]);
587 template <
typename ReturnTypeT =
double,
typename TupleRangeT>
590 return v[0] * v[0] + v[1] * v[1] + v[2] * v[2];
597 static float Normalize(
float v[3]);
603 static double Normalize(
double v[3]);
613 static void Perpendiculars(
const double v1[3],
double v2[3],
double v3[3],
double theta);
614 static void Perpendiculars(
const float v1[3],
float v2[3],
float v3[3],
double theta);
623 static bool ProjectVector(
const float a[3],
const float b[3],
float projection[3]);
624 static bool ProjectVector(
const double a[3],
const double b[3],
double projection[3]);
635 static bool ProjectVector2D(
const double a[2],
const double b[2],
double projection[2]);
653 template <
typename ReturnTypeT = double,
typename TupleRangeT1,
typename TupleRangeT2,
654 typename EnableT =
typename std::conditional<!std::is_pointer<TupleRangeT1>::value &&
655 !std::is_array<TupleRangeT1>::value,
656 TupleRangeT1, TupleRangeT2>::type::value_type>
680 const double v1[3],
const double v2[3],
const double vn[3]);
711 static float Dot2D(
const float x[2],
const float y[2]) {
return x[0] * y[0] + x[1] * y[1]; }
716 static double Dot2D(
const double x[2],
const double y[2]) {
return x[0] * y[0] + x[1] * y[1]; }
721 static void Outer2D(
const float x[2],
const float y[2],
float A[2][2])
723 for (
int i = 0; i < 2; ++i)
725 for (
int j = 0; j < 2; ++j)
727 A[i][j] = x[i] * y[j];
735 static void Outer2D(
const double x[2],
const double y[2],
double A[2][2])
737 for (
int i = 0; i < 2; ++i)
739 for (
int j = 0; j < 2; ++j)
741 A[i][j] = x[i] * y[j];
750 static float Norm2D(
const float x[2]) {
return std::sqrt(x[0] * x[0] + x[1] * x[1]); }
756 static double Norm2D(
const double x[2]) {
return std::sqrt(x[0] * x[0] + x[1] * x[1]); }
762 static float Normalize2D(
float v[2]);
768 static double Normalize2D(
double v[2]);
775 return c1[0] * c2[1] - c2[0] * c1[1];
782 static double Determinant2x2(
double a,
double b,
double c,
double d) {
return a * d - b * c; }
785 return c1[0] * c2[1] - c2[0] * c1[1];
801 static void LUSolve3x3(
const float A[3][3],
const int index[3],
float x[3]);
802 static void LUSolve3x3(
const double A[3][3],
const int index[3],
double x[3]);
811 static void LinearSolve3x3(
const double A[3][3],
const double x[3],
double y[3]);
818 static void Multiply3x3(
const float A[3][3],
const float v[3],
float u[3]);
819 static void Multiply3x3(
const double A[3][3],
const double v[3],
double u[3]);
826 static void Multiply3x3(
const float A[3][3],
const float B[3][3],
float C[3][3]);
827 static void Multiply3x3(
const double A[3][3],
const double B[3][3],
double C[3][3]);
853 template <
int RowsT,
int MidDimT,
int ColsT,
854 class LayoutT1 = vtkMatrixUtilities::Layout::Identity,
855 class LayoutT2 = vtkMatrixUtilities::Layout::Identity,
class MatrixT1,
class MatrixT2,
859 vtkMathPrivate::MultiplyMatrix<RowsT, MidDimT, ColsT, LayoutT1, LayoutT2>::Compute(
860 std::forward<MatrixT1>(M1), std::forward<MatrixT2>(M2), std::forward<MatrixT3>(M3));
883 template <
int RowsT,
int ColsT,
class LayoutT = vtkMatrixUtilities::Layout::Identity,
884 class MatrixT,
class VectorT1,
class VectorT2>
887 vtkMathPrivate::MultiplyMatrix<RowsT, ColsT, 1, LayoutT>::Compute(
888 std::forward<MatrixT>(M), std::forward<VectorT1>(X), std::forward<VectorT2>(Y));
896 template <
class ScalarT,
int SizeT,
class VectorT1,
class VectorT2,
897 class =
typename std::enable_if<SizeT != DYNAMIC_VECTOR_SIZE()>::type>
898 static ScalarT
Dot(VectorT1&& x, VectorT2&& y)
900 return vtkMathPrivate::ContractRowWithCol<ScalarT, 1, SizeT, 1, 0, 0,
901 vtkMatrixUtilities::Layout::Identity,
902 vtkMatrixUtilities::Layout::Transpose>::Compute(std::forward<VectorT1>(x),
903 std::forward<VectorT2>(y));
912 template <
class ScalarT,
int SizeT,
class VectorT1,
class VectorT2,
913 class =
typename std::enable_if<SizeT == DYNAMIC_VECTOR_SIZE()>::type,
914 class = EnableIfVectorImplementsSize<VectorT1>>
915 static ScalarT
Dot(VectorT1&& x, VectorT2&& y)
918 using SizeType =
decltype(std::declval<VectorT1>().size());
919 for (SizeType dim = 0; dim < x.size(); ++dim)
921 dot += x[dim] * y[dim];
933 template <
int SizeT,
class VectorT>
957 template <
int SizeT,
class LayoutT = vtkMatrixUtilities::Layout::Identity,
class MatrixT>
961 return vtkMathPrivate::Determinant<SizeT, LayoutT>::Compute(std::forward<MatrixT>(M));
979 template <
int SizeT,
class LayoutT = vtkMatrixUtilities::Layout::Identity,
class MatrixT1,
983 vtkMathPrivate::InvertMatrix<SizeT, LayoutT>::Compute(
984 std::forward<MatrixT1>(M1), std::forward<MatrixT2>(M2));
1000 template <
int RowsT,
int ColsT,
class LayoutT = vtkMatrixUtilities::Layout::Identity,
1001 class MatrixT,
class VectorT1,
class VectorT2>
1004 vtkMathPrivate::LinearSolve<RowsT, ColsT, LayoutT>::Compute(
1005 std::forward<MatrixT>(M), std::forward<VectorT1>(x), std::forward<VectorT2>(y));
1022 template <
class ScalarT,
int SizeT,
class LayoutT = vtkMatrixUtilities::Layout::Identity,
1023 class VectorT1,
class MatrixT,
class VectorT2,
1024 class =
typename std::enable_if<SizeT != DYNAMIC_VECTOR_SIZE()>::type>
1025 static ScalarT
Dot(VectorT1&& x, MatrixT&& M, VectorT2&& y)
1028 vtkMathPrivate::MultiplyMatrix<SizeT, SizeT, 1, LayoutT>::Compute(
1029 std::forward<MatrixT>(M), std::forward<VectorT2>(y), tmp);
1030 return vtkMathPrivate::ContractRowWithCol<ScalarT, 1, SizeT, 1, 0, 0,
1031 vtkMatrixUtilities::Layout::Identity,
1032 vtkMatrixUtilities::Layout::Transpose>::Compute(std::forward<VectorT1>(x), tmp);
1040 static void MultiplyMatrix(
const double*
const* A,
const double*
const* B,
unsigned int rowA,
1041 unsigned int colA,
unsigned int rowB,
unsigned int colB,
double** C);
1058 static void Invert3x3(
const double A[3][3],
double AI[3][3]);
1080 static float Determinant3x3(
const float c1[3],
const float c2[3],
const float c3[3]);
1085 static double Determinant3x3(
const double c1[3],
const double c2[3],
const double c3[3]);
1093 static double Determinant3x3(
double a1,
double a2,
double a3,
double b1,
double b2,
double b3,
1094 double c1,
double c2,
double c3);
1106 template <
class QuaternionT,
class MatrixT,
1107 class EnableT =
typename std::enable_if<!vtkMatrixUtilities::MatrixIs2DArray<MatrixT>()>::type>
1123 template <
class MatrixT,
class QuaternionT,
1124 class EnableT =
typename std::enable_if<!vtkMatrixUtilities::MatrixIs2DArray<MatrixT>()>::type>
1189 const float A[3][3],
float U[3][3],
float w[3],
float VT[3][3]);
1191 const double A[3][3],
double U[3][3],
double w[3],
double VT[3][3]);
1202 double a00,
double a01,
double a10,
double a11,
double b0,
double b1,
double& x0,
double& x1);
1228 double** A,
double** AI,
int size,
int* tmp1Size,
double* tmp2Size);
1322 int numberOfSamples,
double** xt,
int xOrder,
double**
mt);
1339 int yOrder,
double**
mt,
int checkHomogeneous = 1);
1351 RGBToHSV(rgb[0], rgb[1], rgb[2], hsv, hsv + 1, hsv + 2);
1353 static void RGBToHSV(
float r,
float g,
float b,
float*
h,
float* s,
float* v);
1354 static void RGBToHSV(
const double rgb[3],
double hsv[3])
1356 RGBToHSV(rgb[0], rgb[1], rgb[2], hsv, hsv + 1, hsv + 2);
1358 static void RGBToHSV(
double r,
double g,
double b,
double*
h,
double* s,
double* v);
1371 HSVToRGB(hsv[0], hsv[1], hsv[2], rgb, rgb + 1, rgb + 2);
1373 static void HSVToRGB(
float h,
float s,
float v,
float* r,
float* g,
float* b);
1374 static void HSVToRGB(
const double hsv[3],
double rgb[3])
1376 HSVToRGB(hsv[0], hsv[1], hsv[2], rgb, rgb + 1, rgb + 2);
1378 static void HSVToRGB(
double h,
double s,
double v,
double* r,
double* g,
double* b);
1385 static void LabToXYZ(
const double lab[3],
double xyz[3])
1387 LabToXYZ(lab[0], lab[1], lab[2], xyz + 0, xyz + 1, xyz + 2);
1389 static void LabToXYZ(
double L,
double a,
double b,
double* x,
double* y,
double* z);
1396 static void XYZToLab(
const double xyz[3],
double lab[3])
1398 XYZToLab(xyz[0], xyz[1], xyz[2], lab + 0, lab + 1, lab + 2);
1400 static void XYZToLab(
double x,
double y,
double z,
double* L,
double* a,
double* b);
1407 static void XYZToRGB(
const double xyz[3],
double rgb[3])
1409 XYZToRGB(xyz[0], xyz[1], xyz[2], rgb + 0, rgb + 1, rgb + 2);
1411 static void XYZToRGB(
double x,
double y,
double z,
double* r,
double* g,
double* b);
1418 static void RGBToXYZ(
const double rgb[3],
double xyz[3])
1420 RGBToXYZ(rgb[0], rgb[1], rgb[2], xyz + 0, xyz + 1, xyz + 2);
1422 static void RGBToXYZ(
double r,
double g,
double b,
double* x,
double* y,
double* z);
1432 static void RGBToLab(
const double rgb[3],
double lab[3])
1434 RGBToLab(rgb[0], rgb[1], rgb[2], lab + 0, lab + 1, lab + 2);
1436 static void RGBToLab(
double red,
double green,
double blue,
double* L,
double* a,
double* b);
1443 static void LabToRGB(
const double lab[3],
double rgb[3])
1445 LabToRGB(lab[0], lab[1], lab[2], rgb + 0, rgb + 1, rgb + 2);
1447 static void LabToRGB(
double L,
double a,
double b,
double* red,
double* green,
double* blue);
1471 if (bounds[1] - bounds[0] < 0.0)
1484 static T ClampValue(
const T& value,
const T& min,
const T&
max);
1491 static void ClampValue(
double* value,
const double range[2]);
1492 static void ClampValue(
double value,
const double range[2],
double* clamped_value);
1493 static void ClampValues(
double* values,
int nb_values,
const double range[2]);
1495 const double* values,
int nb_values,
const double range[2],
double* clamped_values);
1510 template <
class T1,
class T2>
1530 double range_min,
double range_max,
double scale = 1.0,
double shift = 0.0);
1554 const double bounds1[6],
const double bounds2[6],
const double delta[3]);
1562 const double point[3],
const double bounds[6],
const double delta[3]);
1574 const double bounds[6],
const double normal[3],
const double point[3]);
1586 const double p1[3],
const double p2[3],
const double p3[3],
double center[3]);
1664 template <
class Iter1,
class Iter2,
class Iter3>
1665 static void Convolve1D(Iter1 beginSample, Iter1 endSample, Iter2 beginKernel, Iter2 endKernel,
1668 int sampleSize = std::distance(beginSample, endSample);
1669 int kernelSize = std::distance(beginKernel, endKernel);
1670 int outSize = std::distance(beginOut, endOut);
1672 if (sampleSize <= 0 || kernelSize <= 0 || outSize <= 0)
1683 begin =
static_cast<int>(std::ceil((std::min)(sampleSize, kernelSize) / 2.0)) - 1;
1684 end = begin + (std::max)(sampleSize, kernelSize);
1687 begin = (std::min)(sampleSize, kernelSize) - 1;
1688 end = begin + std::abs(sampleSize - kernelSize) + 1;
1695 for (
int i = begin; i < end; i++)
1697 Iter3 out = beginOut + i - begin;
1699 for (
int j = (std::max)(i - sampleSize + 1, 0); j <= (std::min)(i, kernelSize - 1); j++)
1701 *out += *(beginSample + (i - j)) * *(beginKernel + j);
1712 double directionVector[3] = { p2[0] - p1[0], p2[1] - p1[1], p2[2] - p1[2] };
1714 result[0] = p2[0] + (offset * directionVector[0]);
1715 result[1] = p2[1] + (offset * directionVector[1]);
1716 result[2] = p2[2] + (offset * directionVector[2]);
1727 void operator=(
const vtkMath&) =
delete;
1733 return x * 0.017453292f;
1739 return x * 0.017453292519943295;
1745 return x * 57.2957795131f;
1751 return x * 57.29577951308232;
1757 return ((x != 0) & ((x & (x - 1)) == 0));
1764 unsigned int z =
static_cast<unsigned int>(((x > 0) ? x - 1 : 0));
1770 return static_cast<int>(z + 1);
1778 int i =
static_cast<int>(x);
1787 int i =
static_cast<int>(x);
1795 return (b <= a ? b : a);
1802 return (b > a ? b : a);
1811 for (
int i = 0; i < 3; ++i)
1825 for (
int i = 0; i < 3; ++i)
1839 for (
int i = 0; i < 2; ++i)
1853 for (
int i = 0; i < 2; ++i)
1864 return c1[0] * c2[1] * c3[2] + c2[0] * c3[1] * c1[2] + c3[0] * c1[1] * c2[2] -
1865 c1[0] * c3[1] * c2[2] - c2[0] * c1[1] * c3[2] - c3[0] * c2[1] * c1[2];
1871 return c1[0] * c2[1] * c3[2] + c2[0] * c3[1] * c1[2] + c3[0] * c1[1] * c2[2] -
1872 c1[0] * c3[1] * c2[2] - c2[0] * c1[1] * c3[2] - c3[0] * c2[1] * c1[2];
1877 double a1,
double a2,
double a3,
double b1,
double b2,
double b3,
double c1,
double c2,
double c3)
1886 return ((p1[0] - p2[0]) * (p1[0] - p2[0]) + (p1[1] - p2[1]) * (p1[1] - p2[1]) +
1887 (p1[2] - p2[2]) * (p1[2] - p2[2]));
1893 return ((p1[0] - p2[0]) * (p1[0] - p2[0]) + (p1[1] - p2[1]) * (p1[1] - p2[1]) +
1894 (p1[2] - p2[2]) * (p1[2] - p2[2]));
1898template <
typename ReturnTypeT,
typename TupleRangeT1,
typename TupleRangeT2,
typename EnableT>
1901 return ((p1[0] - p2[0]) * (p1[0] - p2[0]) + (p1[1] - p2[1]) * (p1[1] - p2[1]) +
1902 (p1[2] - p2[2]) * (p1[2] - p2[2]));
1906template <
class VectorT1,
class VectorT2,
class VectorT3>
1910 ValueType Cx = a[1] * b[2] - a[2] * b[1];
1911 ValueType Cy = a[2] * b[0] - a[0] * b[2];
1912 ValueType Cz = a[0] * b[1] - a[1] * b[0];
1922 float Cx = a[1] * b[2] - a[2] * b[1];
1923 float Cy = a[2] * b[0] - a[0] * b[2];
1924 float Cz = a[0] * b[1] - a[1] * b[0];
1934 double Cx = a[1] * b[2] - a[2] * b[1];
1935 double Cy = a[2] * b[0] - a[0] * b[2];
1936 double Cz = a[0] * b[1] - a[1] * b[0];
1946 return A[0][0] * A[1][1] * A[2][2] + A[1][0] * A[2][1] * A[0][2] + A[2][0] * A[0][1] * A[1][2] -
1947 A[0][0] * A[2][1] * A[1][2] - A[1][0] * A[0][1] * A[2][2] - A[2][0] * A[1][1] * A[0][2];
1966 assert(
"pre: valid_range" && min <=
max);
1968#if __cplusplus >= 201703L
1969 return std::clamp(value, min,
max);
1973 T v = (min < value ? value : min);
1974 return (v <
max ? v :
max);
1983 assert(
"pre: valid_range" && range[0] <= range[1]);
1992 if (range && clamped_value)
1994 assert(
"pre: valid_range" && range[0] <= range[1]);
2003 assert(
"pre: valid_range" && range[0] <= range[1]);
2006 if (range[0] == range[1])
2016 result = (result - range[0]) / (range[1] - range[0]);
2019 assert(
"post: valid_result" && result >= 0.0 && result <= 1.0);
2025template <
class T1,
class T2>
2028 for (
int i = 0; i < 3; ++i)
2030 tensor[4 * i] = symmTensor[i];
2032 tensor[1] = tensor[3] = symmTensor[3];
2033 tensor[2] = tensor[6] = symmTensor[5];
2034 tensor[5] = tensor[7] = symmTensor[4];
2041 tensor[6] = tensor[5];
2042 tensor[7] = tensor[4];
2043 tensor[8] = tensor[2];
2044 tensor[4] = tensor[1];
2045 tensor[5] = tensor[7];
2046 tensor[2] = tensor[6];
2047 tensor[1] = tensor[3];
2049VTK_ABI_NAMESPACE_END
2053template <
class QuaternionT,
class MatrixT>
2054inline void vtkQuaternionToMatrix3x3(QuaternionT&& quat, MatrixT&& A)
2058 Scalar
ww = quat[0] * quat[0];
2059 Scalar wx = quat[0] * quat[1];
2060 Scalar wy = quat[0] * quat[2];
2061 Scalar wz = quat[0] * quat[3];
2063 Scalar xx = quat[1] * quat[1];
2064 Scalar yy = quat[2] * quat[2];
2065 Scalar zz = quat[3] * quat[3];
2067 Scalar xy = quat[1] * quat[2];
2068 Scalar xz = quat[1] * quat[3];
2069 Scalar yz = quat[2] * quat[3];
2071 Scalar rr = xx + yy + zz;
2073 Scalar f = 1 / (
ww + rr);
2074 Scalar s = (
ww - rr) * f;
2079 Wrapper::template Get<0, 0>(std::forward<MatrixT>(A)) = xx * f + s;
2080 Wrapper::template Get<1, 0>(std::forward<MatrixT>(A)) = (xy + wz) * f;
2081 Wrapper::template Get<2, 0>(std::forward<MatrixT>(A)) = (xz - wy) * f;
2083 Wrapper::template Get<0, 1>(std::forward<MatrixT>(A)) = (xy - wz) * f;
2084 Wrapper::template Get<1, 1>(std::forward<MatrixT>(A)) = yy * f + s;
2085 Wrapper::template Get<2, 1>(std::forward<MatrixT>(A)) = (yz + wx) * f;
2087 Wrapper::template Get<0, 2>(std::forward<MatrixT>(A)) = (xz + wy) * f;
2088 Wrapper::template Get<1, 2>(std::forward<MatrixT>(A)) = (yz - wx) * f;
2089 Wrapper::template Get<2, 2>(std::forward<MatrixT>(A)) = zz * f + s;
2093VTK_ABI_NAMESPACE_BEGIN
2097 vtkQuaternionToMatrix3x3(quat, A);
2103 vtkQuaternionToMatrix3x3(quat, A);
2107template <
class QuaternionT,
class MatrixT,
class EnableT>
2110 vtkQuaternionToMatrix3x3(std::forward<QuaternionT>(q), std::forward<MatrixT>(A));
2112VTK_ABI_NAMESPACE_END
2121template <
class MatrixT,
class QuaternionT>
2122inline void vtkMatrix3x3ToQuaternion(MatrixT&& A, QuaternionT&& quat)
2131 N[0][0] = Wrapper::template Get<0, 0>(std::forward<MatrixT>(A)) +
2132 Wrapper::template Get<1, 1>(std::forward<MatrixT>(A)) +
2133 Wrapper::template Get<2, 2>(std::forward<MatrixT>(A));
2134 N[1][1] = Wrapper::template Get<0, 0>(std::forward<MatrixT>(A)) -
2135 Wrapper::template Get<1, 1>(std::forward<MatrixT>(A)) -
2136 Wrapper::template Get<2, 2>(std::forward<MatrixT>(A));
2137 N[2][2] = -Wrapper::template Get<0, 0>(std::forward<MatrixT>(A)) +
2138 Wrapper::template Get<1, 1>(std::forward<MatrixT>(A)) -
2139 Wrapper::template Get<2, 2>(std::forward<MatrixT>(A));
2140 N[3][3] = -Wrapper::template Get<0, 0>(std::forward<MatrixT>(A)) -
2141 Wrapper::template Get<1, 1>(std::forward<MatrixT>(A)) +
2142 Wrapper::template Get<2, 2>(std::forward<MatrixT>(A));
2145 N[0][1] = N[1][0] = Wrapper::template Get<2, 1>(std::forward<MatrixT>(A)) -
2146 Wrapper::template Get<1, 2>(std::forward<MatrixT>(A));
2147 N[0][2] = N[2][0] = Wrapper::template Get<0, 2>(std::forward<MatrixT>(A)) -
2148 Wrapper::template Get<2, 0>(std::forward<MatrixT>(A));
2149 N[0][3] = N[3][0] = Wrapper::template Get<1, 0>(std::forward<MatrixT>(A)) -
2150 Wrapper::template Get<0, 1>(std::forward<MatrixT>(A));
2152 N[1][2] = N[2][1] = Wrapper::template Get<1, 0>(std::forward<MatrixT>(A)) +
2153 Wrapper::template Get<0, 1>(std::forward<MatrixT>(A));
2154 N[1][3] = N[3][1] = Wrapper::template Get<0, 2>(std::forward<MatrixT>(A)) +
2155 Wrapper::template Get<2, 0>(std::forward<MatrixT>(A));
2156 N[2][3] = N[3][2] = Wrapper::template Get<2, 1>(std::forward<MatrixT>(A)) +
2157 Wrapper::template Get<1, 2>(std::forward<MatrixT>(A));
2159 Scalar eigenvectors[4][4], eigenvalues[4];
2163 Scalar *NTemp[4], *eigenvectorsTemp[4];
2164 for (
int i = 0; i < 4; ++i)
2167 eigenvectorsTemp[i] = eigenvectors[i];
2172 quat[0] = eigenvectors[0][0];
2173 quat[1] = eigenvectors[1][0];
2174 quat[2] = eigenvectors[2][0];
2175 quat[3] = eigenvectors[3][0];
2179VTK_ABI_NAMESPACE_BEGIN
2183 vtkMatrix3x3ToQuaternion(A, quat);
2189 vtkMatrix3x3ToQuaternion(A, quat);
2193template <
class MatrixT,
class QuaternionT,
class EnableT>
2196 vtkMatrix3x3ToQuaternion(std::forward<MatrixT>(A), std::forward<QuaternionT>(q));
2198VTK_ABI_NAMESPACE_END
2202VTK_ABI_NAMESPACE_BEGIN
2204template <
typename OutT>
2212 *ret =
static_cast<OutT
>((val >= 0.0) ? (val + 0.5) : (val - 0.5));
2232 *retVal =
static_cast<float>(val);
2234VTK_ABI_NAMESPACE_END
2237VTK_ABI_NAMESPACE_BEGIN
2239#if defined(VTK_HAS_ISINF) || defined(VTK_HAS_STD_ISINF)
2240#define VTK_MATH_ISINF_IS_INLINE
2243#if defined(VTK_HAS_STD_ISINF)
2244 return std::isinf(x);
2246 return (isinf(x) != 0);
2252#if defined(VTK_HAS_ISNAN) || defined(VTK_HAS_STD_ISNAN)
2253#define VTK_MATH_ISNAN_IS_INLINE
2256#if defined(VTK_HAS_STD_ISNAN)
2257 return std::isnan(x);
2259 return (
isnan(x) != 0);
2265#if defined(VTK_HAS_ISFINITE) || defined(VTK_HAS_STD_ISFINITE) || defined(VTK_HAS_FINITE)
2266#define VTK_MATH_ISFINITE_IS_INLINE
2269#if defined(VTK_HAS_STD_ISFINITE)
2270 return std::isfinite(x);
2271#elif defined(VTK_HAS_ISFINITE)
2272 return (isfinite(x) != 0);
2274 return (finite(x) != 0);
2279VTK_ABI_NAMESPACE_END
Gaussian sequence of pseudo random numbers implemented with the Box-Mueller transform.
a simple class to control print indentation
static ReturnTypeT Distance2BetweenPoints(const TupleRangeT1 &p1, const TupleRangeT2 &p2)
Compute distance squared between two points p1 and p2.
static void Multiply3x3(const float A[3][3], const float B[3][3], float C[3][3])
Multiply one 3x3 matrix by another according to C = AB.
static double Dot(const double a[3], const double b[3])
Dot product of two 3-vectors (double version).
static int GetScalarTypeFittingRange(double range_min, double range_max, double scale=1.0, double shift=0.0)
Return the scalar type that is most likely to have enough precision to store a given range of data on...
static void RGBToXYZ(double r, double g, double b, double *x, double *y, double *z)
Convert color from the RGB system to CIE XYZ.
static void Multiply3x3(const double A[3][3], const double B[3][3], double C[3][3])
Multiply one 3x3 matrix by another according to C = AB.
static double Norm(const double *x, int n)
Compute the norm of n-vector.
static int Round(float f)
Rounds a float to the nearest integer.
static vtkIdType ComputeGCD(vtkIdType m, vtkIdType n)
Compute the greatest common divisor (GCD) of two positive integers m and n.
static double Norm2D(const double x[2])
Compute the norm of a 2-vector.
static double GaussianAmplitude(double variance, double distanceFromMean)
Compute the amplitude of a Gaussian function with mean=0 and specified variance.
static void XYZToRGB(double x, double y, double z, double *r, double *g, double *b)
Convert color from the CIE XYZ system to RGB.
static void GetPointAlongLine(double result[3], double p1[3], double p2[3], const double offset)
Get the coordinates of a point along a line defined by p1 and p2, at a specified offset relative to p...
static void Subtract(const float a[3], const float b[3], float c[3])
Subtraction of two 3-vectors (float version).
static void LUSolve3x3(const double A[3][3], const int index[3], double x[3])
LU back substitution for a 3x3 matrix.
static vtkTypeBool SolveHomogeneousLeastSquares(int numberOfSamples, double **xt, int xOrder, double **mt)
Solves for the least squares best fit matrix for the homogeneous equation X'M' = 0'.
static void Outer2D(const float x[2], const float y[2], float A[2][2])
Outer product of two 2-vectors (float version).
static bool ProjectVector(const double a[3], const double b[3], double projection[3])
Compute the projection of vector a on vector b and return it in projection[3].
static vtkSmartPointer< vtkMathInternal > Internal
static float Norm(const float *x, int n)
Compute the norm of n-vector.
static vtkTypeBool ExtentIsWithinOtherExtent(const int extent1[6], const int extent2[6])
Return true if first 3D extent is within second 3D extent Extent is x-min, x-max, y-min,...
static double GaussianAmplitude(double mean, double variance, double position)
Compute the amplitude of a Gaussian function with specified mean and variance.
static void Add(const double a[3], const double b[3], double c[3])
Addition of two 3-vectors (double version).
static void RGBToHSV(float r, float g, float b, float *h, float *s, float *v)
Convert color in RGB format (Red, Green, Blue) to HSV format (Hue, Saturation, Value).
static float Norm(const float v[3])
Compute the norm of 3-vector (float version).
static ReturnTypeT Dot(const TupleRangeT1 &a, const TupleRangeT2 &b)
Compute dot product between two points p1 and p2.
static vtkTypeBool Jacobi(double **a, double *w, double **v)
Jacobi iteration for the solution of eigenvectors/eigenvalues of a 3x3 real symmetric matrix.
static ScalarT Dot(VectorT1 &&x, VectorT2 &&y)
Computes the dot product between 2 vectors x and y.
static void XYZToLab(const double xyz[3], double lab[3])
Convert Color from the CIE XYZ system to CIE-L*ab.
void PrintSelf(ostream &os, vtkIndent indent) override
Methods invoked by print to print information about the object including superclasses.
static vtkTypeInt64 Factorial(int N)
Compute N factorial, N!
static vtkTypeInt64 Binomial(int m, int n)
The number of combinations of n objects from a pool of m objects (m>n).
static double Random()
Generate pseudo-random numbers distributed according to the uniform distribution between 0....
static void Identity3x3(float A[3][3])
Set A to the identity matrix.
static void SingularValueDecomposition3x3(const float A[3][3], float U[3][3], float w[3], float VT[3][3])
Perform singular value decomposition on a 3x3 matrix.
static double Nan()
Special IEEE-754 number used to represent Not-A-Number (Nan).
static void Perpendiculars(const float v1[3], float v2[3], float v3[3], double theta)
Given a unit vector v1, find two unit vectors v2 and v3 such that v1 cross v2 = v3 (i....
static double Gaussian(double mean, double std)
Generate pseudo-random numbers distributed according to the Gaussian distribution with mean mean and ...
static bool IsFinite(double x)
Test if a number has finite value i.e.
static void LUSolveLinearSystem(double **A, int *index, double *x, int size)
Solve linear equations Ax = b using LU decomposition A = LU where L is lower triangular matrix and U ...
static double EstimateMatrixCondition(const double *const *A, int size)
Estimate the condition number of a LU factored matrix.
static void LUFactor3x3(float A[3][3], int index[3])
LU Factorization of a 3x3 matrix.
static void LinearSolve(MatrixT &&M, VectorT1 &&x, VectorT2 &&y)
This method solves linear systems M * x = y.
static void FreeCombination(int *combination)
Free the "iterator" array created by vtkMath::BeginCombination.
static double Random(double min, double max)
Generate pseudo-random numbers distributed according to the uniform distribution between min and max.
static void TensorFromSymmetricTensor(const T1 symmTensor[6], T2 tensor[9])
Convert a 6-Component symmetric tensor into a 9-Component tensor, no allocation performed.
static void LabToXYZ(const double lab[3], double xyz[3])
Convert color from the CIE-L*ab system to CIE XYZ.
static double Solve3PointCircle(const double p1[3], const double p2[3], const double p3[3], double center[3])
In Euclidean space, there is a unique circle passing through any given three non-collinear points P1,...
static vtkTypeBool PointIsWithinBounds(const double point[3], const double bounds[6], const double delta[3])
Return true if point is within the given 3D bounds Bounds is x-min, x-max, y-min, y-max,...
static float Dot(const float a[3], const float b[3])
Dot product of two 3-vectors (float version).
static void Diagonalize3x3(const float A[3][3], float w[3], float V[3][3])
Diagonalize a symmetric 3x3 matrix and return the eigenvalues in w and the eigenvectors in the column...
static void LabToXYZ(double L, double a, double b, double *x, double *y, double *z)
Convert color from the CIE-L*ab system to CIE XYZ.
static vtkTypeBool GetAdjustedScalarRange(vtkDataArray *array, int comp, double range[2])
Get a vtkDataArray's scalar range for a given component.
static bool ProjectVector(const float a[3], const float b[3], float projection[3])
Compute the projection of vector a on vector b and return it in projection[3].
static void MultiplyScalar2D(float a[2], float s)
Multiplies a 2-vector by a scalar (float version).
static void HSVToRGB(const float hsv[3], float rgb[3])
Convert color in HSV format (Hue, Saturation, Value) to RGB format (Red, Green, Blue).
static void Assign(const double a[3], double b[3])
Assign values to a 3-vector (double version).
static double Determinant2x2(const double c1[2], const double c2[2])
Calculate the determinant of a 2x2 matrix: | a b | | c d |.
static T Max(const T &a, const T &b)
Returns the maximum of the two arguments provided.
static void Outer2D(const double x[2], const double y[2], double A[2][2])
Outer product of two 2-vectors (double version).
static void RandomSeed(int s)
Initialize seed value.
static double NegInf()
Special IEEE-754 number used to represent negative infinity.
static void MultiplyScalar2D(double a[2], double s)
Multiplies a 2-vector by a scalar (double version).
static void LabToRGB(double L, double a, double b, double *red, double *green, double *blue)
Convert color from the CIE-L*ab system to RGB.
static double Gaussian()
Generate pseudo-random numbers distributed according to the standard normal distribution.
static int Ceil(double x)
Rounds a double to the nearest integer not less than itself.
static void HSVToRGB(const double hsv[3], double rgb[3])
Convert color in HSV format (Hue, Saturation, Value) to RGB format (Red, Green, Blue).
~vtkMath() override=default
static double Inf()
Special IEEE-754 number used to represent positive infinity.
static vtkTypeBool Jacobi(float **a, float *w, float **v)
Jacobi iteration for the solution of eigenvectors/eigenvalues of a 3x3 real symmetric matrix.
static int PlaneIntersectsAABB(const double bounds[6], const double normal[3], const double point[3])
Implements Plane / Axis-Aligned Bounding-Box intersection as described in Graphics Gems IV,...
static ScalarT Dot(VectorT1 &&x, VectorT2 &&y)
Computes the dot product between 2 vectors x and y.
static void RGBToXYZ(const double rgb[3], double xyz[3])
Convert color from the RGB system to CIE XYZ.
static void QuaternionToMatrix3x3(const float quat[4], float A[3][3])
Convert a quaternion to a 3x3 rotation matrix.
static int NearestPowerOfTwo(int x)
Compute the nearest power of two that is not less than x.
static void HSVToRGB(double h, double s, double v, double *r, double *g, double *b)
Convert color in HSV format (Hue, Saturation, Value) to RGB format (Red, Green, Blue).
static void SingularValueDecomposition3x3(const double A[3][3], double U[3][3], double w[3], double VT[3][3])
Perform singular value decomposition on a 3x3 matrix.
static double SignedAngleBetweenVectors(const double v1[3], const double v2[3], const double vn[3])
Compute signed angle in radians between two vectors with regard to a third orthogonal vector.
static ScalarT Dot(VectorT1 &&x, MatrixT &&M, VectorT2 &&y)
Computes the dot product x^T M y, where x and y are vectors and M is a metric matrix.
static float Normalize2D(float v[2])
Normalize (in place) a 2-vector.
static void Invert3x3(const double A[3][3], double AI[3][3])
Invert a 3x3 matrix.
static void HSVToRGB(float h, float s, float v, float *r, float *g, float *b)
Convert color in HSV format (Hue, Saturation, Value) to RGB format (Red, Green, Blue).
static constexpr int DYNAMIC_VECTOR_SIZE()
When this value is passed to a select templated functions in vtkMath, the computation can be performe...
static void MultiplyQuaternion(const double q1[4], const double q2[4], double q[4])
Multiply two quaternions.
static void Multiply3x3(const double A[3][3], const double v[3], double u[3])
Multiply a vector by a 3x3 matrix.
static void Outer(const double a[3], const double b[3], double c[3][3])
Outer product of two 3-vectors (double version).
static vtkTypeBool InvertMatrix(double **A, double **AI, int size, int *tmp1Size, double *tmp2Size)
Thread safe version of InvertMatrix method.
static vtkTypeBool InvertMatrix(double **A, double **AI, int size)
Invert input square matrix A into matrix AI.
static void LUSolve3x3(const float A[3][3], const int index[3], float x[3])
LU back substitution for a 3x3 matrix.
static int GetSeed()
Return the current seed used by the random number generator.
static void Assign(const VectorT1 &a, VectorT2 &&b)
Assign values to a 3-vector (templated version).
static float RadiansFromDegrees(float degrees)
Convert degrees into radians.
static void Convolve1D(Iter1 beginSample, Iter1 endSample, Iter2 beginKernel, Iter2 endKernel, Iter3 beginOut, Iter3 endOut, ConvolutionMode mode=ConvolutionMode::FULL)
Compute the convolution of a sampled 1D signal by a given kernel.
static void RotateVectorByWXYZ(const double v[3], const double q[4], double r[3])
rotate a vector by WXYZ using // https://en.wikipedia.org/wiki/Rodrigues%27_rotation_formula
static void Add(const float a[3], const float b[3], float c[3])
Addition of two 3-vectors (float version).
static int CeilLog2(vtkTypeUInt64 x)
Gives the exponent of the lowest power of two not less than x.
static vtkTypeBool AreBoundsInitialized(const double bounds[6])
Are the bounds initialized?
static bool ProjectVector2D(const double a[2], const double b[2], double projection[2])
Compute the projection of 2D vector a on 2D vector b and returns the result in projection[2].
static vtkTypeBool JacobiN(float **a, int n, float *w, float **v)
JacobiN iteration for the solution of eigenvectors/eigenvalues of a nxn real symmetric matrix.
static int NextCombination(int m, int n, int *combination)
Given m, n, and a valid combination of n integers in the range [0,m[, this function alters the intege...
static constexpr double Pi()
A mathematical constant.
static void Multiply3x3(const float A[3][3], const float v[3], float u[3])
Multiply a vector by a 3x3 matrix.
static void Subtract(const double a[3], const double b[3], double c[3])
Subtraction of two 3-vectors (double version).
static void Matrix3x3ToQuaternion(const float A[3][3], float quat[4])
Convert a 3x3 matrix into a quaternion.
static void Orthogonalize3x3(const double A[3][3], double B[3][3])
Orthogonalize a 3x3 matrix and put the result in B.
static void XYZToRGB(const double xyz[3], double rgb[3])
Convert color from the CIE XYZ system to RGB.
static double ClampAndNormalizeValue(double value, const double range[2])
Clamp a value against a range and then normalize it between 0 and 1.
static void MultiplyScalar(double a[3], double s)
Multiplies a 3-vector by a scalar (double version).
static double Dot2D(const double x[2], const double y[2])
Dot product of two 2-vectors.
static void LinearSolve3x3(const float A[3][3], const float x[3], float y[3])
Solve Ay = x for y and place the result in y.
static vtkTypeBool IsNan(double x)
Test if a number is equal to the special floating point value Not-A-Number (Nan).
static void Diagonalize3x3(const double A[3][3], double w[3], double V[3][3])
Diagonalize a symmetric 3x3 matrix and return the eigenvalues in w and the eigenvectors in the column...
static void RGBToLab(const double rgb[3], double lab[3])
Convert color from the RGB system to CIE-L*ab.
static int Floor(double x)
Rounds a double to the nearest integer not greater than itself.
static void RotateVectorByNormalizedQuaternion(const double v[3], const double q[4], double r[3])
rotate a vector by a normalized quaternion using // https://en.wikipedia.org/wiki/Rodrigues%27_rotati...
static void Subtract(const VectorT1 &a, const VectorT2 &b, VectorT3 &&c)
Subtraction of two 3-vectors (templated version).
static vtkTypeBool BoundsIsWithinOtherBounds(const double bounds1[6], const double bounds2[6], const double delta[3])
Return true if first 3D bounds is within the second 3D bounds Bounds is x-min, x-max,...
static double Determinant2x2(double a, double b, double c, double d)
Calculate the determinant of a 2x2 matrix: | a b | | c d |.
static void RGBToHSV(const double rgb[3], double hsv[3])
Convert color in RGB format (Red, Green, Blue) to HSV format (Hue, Saturation, Value).
static vtkTypeBool JacobiN(double **a, int n, double *w, double **v)
JacobiN iteration for the solution of eigenvectors/eigenvalues of a nxn real symmetric matrix.
static double AngleBetweenVectors(const double v1[3], const double v2[3])
Compute angle in radians between two vectors.
static void MultiplyMatrix(const double *const *A, const double *const *B, unsigned int rowA, unsigned int colA, unsigned int rowB, unsigned int colB, double **C)
General matrix multiplication.
static float DegreesFromRadians(float radians)
Convert radians into degrees.
static float Determinant2x2(const float c1[2], const float c2[2])
Compute determinant of 2x2 matrix.
static int Round(double f)
static vtkTypeBool IsInf(double x)
Test if a number is equal to the special floating point value infinity.
static double GaussianWeight(double mean, double variance, double position)
Compute the amplitude of an unnormalized Gaussian function with specified mean and variance.
static void UninitializeBounds(double bounds[6])
Set the bounds to an uninitialized state.
static void RGBToHSV(double r, double g, double b, double *h, double *s, double *v)
Convert color in RGB format (Red, Green, Blue) to HSV format (Hue, Saturation, Value).
static void Outer(const float a[3], const float b[3], float c[3][3])
Outer product of two 3-vectors (float version).
static int * BeginCombination(int m, int n)
Start iterating over "m choose n" objects.
static double Norm(const double v[3])
Compute the norm of 3-vector (double version).
static void RoundDoubleToIntegralIfNecessary(double val, OutT *ret)
Round a double to type OutT if OutT is integral, otherwise simply clamp the value to the output range...
static void RotateVectorByWXYZ(const float v[3], const float q[4], float r[3])
rotate a vector by WXYZ using // https://en.wikipedia.org/wiki/Rodrigues%27_rotation_formula
static bool IsPowerOfTwo(vtkTypeUInt64 x)
Returns true if integer is a power of two.
static void Invert3x3(const float A[3][3], float AI[3][3])
Invert a 3x3 matrix.
static float Normalize(float v[3])
Normalize (in place) a 3-vector.
static void Transpose3x3(const double A[3][3], double AT[3][3])
Transpose a 3x3 matrix.
static ReturnTypeT SquaredNorm(const TupleRangeT &v)
Compute the squared norm of a 3-vector.
static double Determinant3x3(const float A[3][3])
Return the determinant of a 3x3 matrix.
static float Dot2D(const float x[2], const float y[2])
Dot product of two 2-vectors.
ConvolutionMode
Support the convolution operations.
static void RotateVectorByNormalizedQuaternion(const float v[3], const float q[4], float r[3])
rotate a vector by a normalized quaternion using // https://en.wikipedia.org/wiki/Rodrigues%27_rotati...
static void RGBToHSV(const float rgb[3], float hsv[3])
Convert color in RGB format (Red, Green, Blue) to HSV format (Hue, Saturation, Value).
static void Add(VectorT1 &&a, VectorT2 &&b, VectorT3 &c)
Addition of two 3-vectors (double version).
static void Orthogonalize3x3(const float A[3][3], float B[3][3])
Orthogonalize a 3x3 matrix and put the result in B.
static bool ProjectVector2D(const float a[2], const float b[2], float projection[2])
Compute the projection of 2D vector a on 2D vector b and returns the result in projection[2].
static vtkTypeBool SolveLinearSystemGEPP2x2(double a00, double a01, double a10, double a11, double b0, double b1, double &x0, double &x1)
Solve linear equation Ax = b using Gaussian Elimination with Partial Pivoting for a 2x2 system.
static vtkMatrixUtilities::ScalarTypeExtractor< MatrixT >::value_type Determinant(MatrixT &&M)
Computes the determinant of input square SizeT x SizeT matrix M.
static vtkTypeBool SolveLinearSystem(double **A, double *x, int size)
Solve linear equations Ax = b using Crout's method.
static void LabToRGB(const double lab[3], double rgb[3])
Convert color from the CIE-L*ab system to RGB.
static float Norm2D(const float x[2])
Compute the norm of a 2-vector.
static vtkTypeBool LUFactorLinearSystem(double **A, int *index, int size, double *tmpSize)
Thread safe version of LUFactorLinearSystem method.
static void LinearSolve3x3(const double A[3][3], const double x[3], double y[3])
Solve Ay = x for y and place the result in y.
static void XYZToLab(double x, double y, double z, double *L, double *a, double *b)
Convert Color from the CIE XYZ system to CIE-L*ab.
static void MultiplyScalar(float a[3], float s)
Multiplies a 3-vector by a scalar (float version).
static T Min(const T &a, const T &b)
Returns the minimum of the two arguments provided.
static void InvertMatrix(MatrixT1 &&M1, MatrixT2 &&M2)
Computes the inverse of input matrix M1 into M2.
static void Cross(VectorT1 &&a, VectorT2 &&b, VectorT3 &c)
Cross product of two 3-vectors.
static void MultiplyMatrix(MatrixT1 &&M1, MatrixT2 &&M2, MatrixT3 &&M3)
Multiply matrices such that M3 = M1 x M2.
static void Perpendiculars(const double v1[3], double v2[3], double v3[3], double theta)
Given a unit vector v1, find two unit vectors v2 and v3 such that v1 cross v2 = v3 (i....
static T ClampValue(const T &value, const T &min, const T &max)
Clamp some value against a range, return the result.
static vtkTypeBool SolveLeastSquares(int numberOfSamples, double **xt, int xOrder, double **yt, int yOrder, double **mt, int checkHomogeneous=1)
Solves for the least squares best fit matrix for the equation X'M' = Y'.
static void Identity3x3(double A[3][3])
Set A to the identity matrix.
static void LUFactor3x3(double A[3][3], int index[3])
LU Factorization of a 3x3 matrix.
static vtkTypeBool LUFactorLinearSystem(double **A, int *index, int size)
Factor linear equations Ax = b using LU decomposition into the form A = LU where L is a unit lower tr...
static void RGBToLab(double red, double green, double blue, double *L, double *a, double *b)
Convert color from the RGB system to CIE-L*ab.
static void MultiplyQuaternion(const float q1[4], const float q2[4], float q[4])
Multiply two quaternions.
static double GaussianWeight(double variance, double distanceFromMean)
Compute the amplitude of an unnormalized Gaussian function with mean=0 and specified variance.
static void ClampValues(const double *values, int nb_values, const double range[2], double *clamped_values)
Clamp some values against a range The method without 'clamped_values' will perform in-place clamping.
static void Transpose3x3(const float A[3][3], float AT[3][3])
Transpose a 3x3 matrix.
static vtkMatrixUtilities::ScalarTypeExtractor< VectorT >::value_type SquaredNorm(VectorT &&x)
Computes the dot product between 2 vectors x and y.
static void ClampValues(double *values, int nb_values, const double range[2])
Clamp some values against a range The method without 'clamped_values' will perform in-place clamping.
static int QuadraticRoot(double a, double b, double c, double min, double max, double *u)
find roots of ax^2+bx+c=0 in the interval min,max.
static void MultiplyMatrixWithVector(MatrixT &&M, VectorT1 &&X, VectorT2 &&Y)
Multiply matrix M with vector Y such that Y = M x X.
Park and Miller Sequence of pseudo random numbers.
represent and manipulate 3D points
Computes the portion of a dataset which is inside a selection.
Hold a reference to a vtkObjectBase instance.
void RoundDoubleToIntegralIfNecessary(double val, OutT *ret)
Template defining traits of native types used by VTK.
double vtkDeterminant3x3(const T A[3][3])