/* * Copyright (C) 2011 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /* $Id: db_utilities_poly.h,v 1.2 2010/09/03 12:00:11 bsouthall Exp $ */ #ifndef DB_UTILITIES_POLY #define DB_UTILITIES_POLY #include "db_utilities.h" /***************************************************************** * Lean and mean begins here * *****************************************************************/ /*! * \defgroup LMPolynomial (LM) Polynomial utilities (solvers, arithmetic, evaluation, etc.) */ /*\{*/ /*! In debug mode closed form quadratic solving takes on the order of 15 microseconds while eig of the companion matrix takes about 1.1 milliseconds Speed-optimized code in release mode solves a quadratic in 0.3 microseconds on 450MHz */ inline void db_SolveQuadratic(double *roots,int *nr_roots,double a,double b,double c) { double rs,srs,q; /*For non-degenerate quadratics [5 mult 2 add 1 sqrt=7flops 1func]*/ if(a==0.0) { if(b==0.0) *nr_roots=0; else { roots[0]= -c/b; *nr_roots=1; } } else { rs=b*b-4.0*a*c; if(rs>=0.0) { *nr_roots=2; srs=sqrt(rs); q= -0.5*(b+db_sign(b)*srs); roots[0]=q/a; /*If b is zero db_sign(b) returns 1, so q is only zero when b=0 and c=0*/ if(q==0.0) *nr_roots=1; else roots[1]=c/q; } else *nr_roots=0; } } /*! In debug mode closed form cubic solving takes on the order of 45 microseconds while eig of the companion matrix takes about 1.3 milliseconds Speed-optimized code in release mode solves a cubic in 1.5 microseconds on 450MHz For a non-degenerate cubic with two roots, the first root is the single root and the second root is the double root */ DB_API void db_SolveCubic(double *roots,int *nr_roots,double a,double b,double c,double d); /*! In debug mode closed form quartic solving takes on the order of 0.1 milliseconds while eig of the companion matrix takes about 1.5 milliseconds Speed-optimized code in release mode solves a quartic in 2.6 microseconds on 450MHz*/ DB_API void db_SolveQuartic(double *roots,int *nr_roots,double a,double b,double c,double d,double e); /*! Quartic solving where a solution is forced when splitting into quadratics, which can be good if the quartic is sometimes in fact a quadratic, such as in absolute orientation when the data is planar*/ DB_API void db_SolveQuarticForced(double *roots,int *nr_roots,double a,double b,double c,double d,double e); inline double db_PolyEval1(const double p[2],double x) { return(p[0]+x*p[1]); } inline void db_MultiplyPoly1_1(double *d,const double *a,const double *b) { double a0,a1; double b0,b1; a0=a[0];a1=a[1]; b0=b[0];b1=b[1]; d[0]=a0*b0; d[1]=a0*b1+a1*b0; d[2]= a1*b1; } inline void db_MultiplyPoly0_2(double *d,const double *a,const double *b) { double a0; double b0,b1,b2; a0=a[0]; b0=b[0];b1=b[1];b2=b[2]; d[0]=a0*b0; d[1]=a0*b1; d[2]=a0*b2; } inline void db_MultiplyPoly1_2(double *d,const double *a,const double *b) { double a0,a1; double b0,b1,b2; a0=a[0];a1=a[1]; b0=b[0];b1=b[1];b2=b[2]; d[0]=a0*b0; d[1]=a0*b1+a1*b0; d[2]=a0*b2+a1*b1; d[3]= a1*b2; } inline void db_MultiplyPoly1_3(double *d,const double *a,const double *b) { double a0,a1; double b0,b1,b2,b3; a0=a[0];a1=a[1]; b0=b[0];b1=b[1];b2=b[2];b3=b[3]; d[0]=a0*b0; d[1]=a0*b1+a1*b0; d[2]=a0*b2+a1*b1; d[3]=a0*b3+a1*b2; d[4]= a1*b3; } /*! Multiply d=a*b where a is one degree and b is two degree*/ inline void db_AddPolyProduct0_1(double *d,const double *a,const double *b) { double a0; double b0,b1; a0=a[0]; b0=b[0];b1=b[1]; d[0]+=a0*b0; d[1]+=a0*b1; } inline void db_AddPolyProduct0_2(double *d,const double *a,const double *b) { double a0; double b0,b1,b2; a0=a[0]; b0=b[0];b1=b[1];b2=b[2]; d[0]+=a0*b0; d[1]+=a0*b1; d[2]+=a0*b2; } /*! Multiply d=a*b where a is one degree and b is two degree*/ inline void db_SubtractPolyProduct0_0(double *d,const double *a,const double *b) { double a0; double b0; a0=a[0]; b0=b[0]; d[0]-=a0*b0; } inline void db_SubtractPolyProduct0_1(double *d,const double *a,const double *b) { double a0; double b0,b1; a0=a[0]; b0=b[0];b1=b[1]; d[0]-=a0*b0; d[1]-=a0*b1; } inline void db_SubtractPolyProduct0_2(double *d,const double *a,const double *b) { double a0; double b0,b1,b2; a0=a[0]; b0=b[0];b1=b[1];b2=b[2]; d[0]-=a0*b0; d[1]-=a0*b1; d[2]-=a0*b2; } inline void db_SubtractPolyProduct1_3(double *d,const double *a,const double *b) { double a0,a1; double b0,b1,b2,b3; a0=a[0];a1=a[1]; b0=b[0];b1=b[1];b2=b[2];b3=b[3]; d[0]-=a0*b0; d[1]-=a0*b1+a1*b0; d[2]-=a0*b2+a1*b1; d[3]-=a0*b3+a1*b2; d[4]-= a1*b3; } inline void db_CharacteristicPolynomial4x4(double p[5],const double A[16]) { /*All two by two determinants of the first two rows*/ double two01[3],two02[3],two03[3],two12[3],two13[3],two23[3]; /*Polynomials representing third and fourth row of A*/ double P0[2],P1[2],P2[2],P3[2]; double P4[2],P5[2],P6[2],P7[2]; /*All three by three determinants of the first three rows*/ double neg_three0[4],neg_three1[4],three2[4],three3[4]; /*Compute 2x2 determinants*/ two01[0]=A[0]*A[5]-A[1]*A[4]; two01[1]= -(A[0]+A[5]); two01[2]=1.0; two02[0]=A[0]*A[6]-A[2]*A[4]; two02[1]= -A[6]; two03[0]=A[0]*A[7]-A[3]*A[4]; two03[1]= -A[7]; two12[0]=A[1]*A[6]-A[2]*A[5]; two12[1]=A[2]; two13[0]=A[1]*A[7]-A[3]*A[5]; two13[1]=A[3]; two23[0]=A[2]*A[7]-A[3]*A[6]; P0[0]=A[8]; P1[0]=A[9]; P2[0]=A[10];P2[1]= -1.0; P3[0]=A[11]; P4[0]=A[12]; P5[0]=A[13]; P6[0]=A[14]; P7[0]=A[15];P7[1]= -1.0; /*Compute 3x3 determinants.Note that the highest degree polynomial goes first and the smaller ones are added or subtracted from it*/ db_MultiplyPoly1_1( neg_three0,P2,two13); db_SubtractPolyProduct0_0(neg_three0,P1,two23); db_SubtractPolyProduct0_1(neg_three0,P3,two12); db_MultiplyPoly1_1( neg_three1,P2,two03); db_SubtractPolyProduct0_1(neg_three1,P3,two02); db_SubtractPolyProduct0_0(neg_three1,P0,two23); db_MultiplyPoly0_2( three2,P3,two01); db_AddPolyProduct0_1( three2,P0,two13); db_SubtractPolyProduct0_1(three2,P1,two03); db_MultiplyPoly1_2( three3,P2,two01); db_AddPolyProduct0_1( three3,P0,two12); db_SubtractPolyProduct0_1(three3,P1,two02); /*Compute 4x4 determinants*/ db_MultiplyPoly1_3( p,P7,three3); db_AddPolyProduct0_2( p,P4,neg_three0); db_SubtractPolyProduct0_2(p,P5,neg_three1); db_SubtractPolyProduct0_2(p,P6,three2); } inline void db_RealEigenvalues4x4(double lambda[4],int *nr_roots,const double A[16],int forced=0) { double p[5]; db_CharacteristicPolynomial4x4(p,A); if(forced) db_SolveQuarticForced(lambda,nr_roots,p[4],p[3],p[2],p[1],p[0]); else db_SolveQuartic(lambda,nr_roots,p[4],p[3],p[2],p[1],p[0]); } /*! Compute the unit norm eigenvector v of the matrix A corresponding to the eigenvalue lambda [96mult 60add 1sqrt=156flops 1sqrt]*/ inline void db_EigenVector4x4(double v[4],double lambda,const double A[16]) { double a0,a5,a10,a15; double d01,d02,d03,d12,d13,d23; double e01,e02,e03,e12,e13,e23; double C[16],n0,n1,n2,n3,m; /*Compute diagonal [4add=4flops]*/ a0=A[0]-lambda; a5=A[5]-lambda; a10=A[10]-lambda; a15=A[15]-lambda; /*Compute 2x2 determinants of rows 1,2 and 3,4 [24mult 12add=36flops]*/ d01=a0*a5 -A[1]*A[4]; d02=a0*A[6] -A[2]*A[4]; d03=a0*A[7] -A[3]*A[4]; d12=A[1]*A[6]-A[2]*a5; d13=A[1]*A[7]-A[3]*a5; d23=A[2]*A[7]-A[3]*A[6]; e01=A[8]*A[13]-A[9] *A[12]; e02=A[8]*A[14]-a10 *A[12]; e03=A[8]*a15 -A[11]*A[12]; e12=A[9]*A[14]-a10 *A[13]; e13=A[9]*a15 -A[11]*A[13]; e23=a10 *a15 -A[11]*A[14]; /*Compute matrix of cofactors [48mult 32 add=80flops*/ C[0]= (a5 *e23-A[6]*e13+A[7]*e12); C[1]= -(A[4]*e23-A[6]*e03+A[7]*e02); C[2]= (A[4]*e13-a5 *e03+A[7]*e01); C[3]= -(A[4]*e12-a5 *e02+A[6]*e01); C[4]= -(A[1]*e23-A[2]*e13+A[3]*e12); C[5]= (a0 *e23-A[2]*e03+A[3]*e02); C[6]= -(a0 *e13-A[1]*e03+A[3]*e01); C[7]= (a0 *e12-A[1]*e02+A[2]*e01); C[8]= (A[13]*d23-A[14]*d13+a15 *d12); C[9]= -(A[12]*d23-A[14]*d03+a15 *d02); C[10]= (A[12]*d13-A[13]*d03+a15 *d01); C[11]= -(A[12]*d12-A[13]*d02+A[14]*d01); C[12]= -(A[9]*d23-a10 *d13+A[11]*d12); C[13]= (A[8]*d23-a10 *d03+A[11]*d02); C[14]= -(A[8]*d13-A[9]*d03+A[11]*d01); C[15]= (A[8]*d12-A[9]*d02+a10 *d01); /*Compute square sums of rows [16mult 12add=28flops*/ n0=db_sqr(C[0]) +db_sqr(C[1]) +db_sqr(C[2]) +db_sqr(C[3]); n1=db_sqr(C[4]) +db_sqr(C[5]) +db_sqr(C[6]) +db_sqr(C[7]); n2=db_sqr(C[8]) +db_sqr(C[9]) +db_sqr(C[10])+db_sqr(C[11]); n3=db_sqr(C[12])+db_sqr(C[13])+db_sqr(C[14])+db_sqr(C[15]); /*Take the largest norm row and normalize [4mult 1 sqrt=4flops 1sqrt]*/ if(n0>=n1 && n0>=n2 && n0>=n3) { m=db_SafeReciprocal(sqrt(n0)); db_MultiplyScalarCopy4(v,C,m); } else if(n1>=n2 && n1>=n3) { m=db_SafeReciprocal(sqrt(n1)); db_MultiplyScalarCopy4(v,&(C[4]),m); } else if(n2>=n3) { m=db_SafeReciprocal(sqrt(n2)); db_MultiplyScalarCopy4(v,&(C[8]),m); } else { m=db_SafeReciprocal(sqrt(n3)); db_MultiplyScalarCopy4(v,&(C[12]),m); } } /*\}*/ #endif /* DB_UTILITIES_POLY */