void _ell_3m_evecs_d(double evec[9], double eval[3], int roots, const double m[9]) { double n[9], e0=0, e1=0.0, e2=0.0, t /* , tmpv[3] */ ; ELL_3V_GET(e0, e1, e2, eval); /* if (ell_debug) { printf("ell_3m_evecs_d: numroots = %d\n", numroots); } */ /* we form m - lambda*I by doing a memcpy from m, and then (repeatedly) over-writing the diagonal elements */ ELL_3M_COPY(n, m); switch (roots) { case ell_cubic_root_three: /* if (ell_debug) { printf("ell_3m_evecs_d: evals: %20.15f %20.15f %20.15f\n", eval[0], eval[1], eval[2]); } */ ELL_3M_DIAG_SET(n, m[0]-e0, m[4]-e0, m[8]-e0); ell_3m_1d_nullspace_d(evec+0, n); ELL_3M_DIAG_SET(n, m[0]-e1, m[4]-e1, m[8]-e1); ell_3m_1d_nullspace_d(evec+3, n); ELL_3M_DIAG_SET(n, m[0]-e2, m[4]-e2, m[8]-e2); ell_3m_1d_nullspace_d(evec+6, n); _ell_3m_enforce_orthogonality(evec); _ell_3m_make_right_handed_d(evec); ELL_3V_SET(eval, e0, e1, e2); break; case ell_cubic_root_single_double: ELL_SORT3(e0, e1, e2, t); if (e0 > e1) { /* one big (e0) , two small (e1, e2) : more like a cigar */ ELL_3M_DIAG_SET(n, m[0]-e0, m[4]-e0, m[8]-e0); ell_3m_1d_nullspace_d(evec+0, n); ELL_3M_DIAG_SET(n, m[0]-e1, m[4]-e1, m[8]-e1); ell_3m_2d_nullspace_d(evec+3, evec+6, n); } else { /* two big (e0, e1), one small (e2): more like a pancake */ ELL_3M_DIAG_SET(n, m[0]-e0, m[4]-e0, m[8]-e0); ell_3m_2d_nullspace_d(evec+0, evec+3, n); ELL_3M_DIAG_SET(n, m[0]-e2, m[4]-e2, m[8]-e2); ell_3m_1d_nullspace_d(evec+6, n); } _ell_3m_enforce_orthogonality(evec); _ell_3m_make_right_handed_d(evec); ELL_3V_SET(eval, e0, e1, e2); break; case ell_cubic_root_triple: /* one triple root; use any basis as the eigenvectors */ ELL_3V_SET(evec+0, 1, 0, 0); ELL_3V_SET(evec+3, 0, 1, 0); ELL_3V_SET(evec+6, 0, 0, 1); ELL_3V_SET(eval, e0, e1, e2); break; case ell_cubic_root_single: /* only one real root */ ELL_3M_DIAG_SET(n, m[0]-e0, m[4]-e0, m[8]-e0); ell_3m_1d_nullspace_d(evec+0, n); ELL_3V_SET(evec+3, AIR_NAN, AIR_NAN, AIR_NAN); ELL_3V_SET(evec+6, AIR_NAN, AIR_NAN, AIR_NAN); ELL_3V_SET(eval, e0, AIR_NAN, AIR_NAN); break; } /* if (ell_debug) { printf("ell_3m_evecs_d (numroots = %d): evecs: \n", numroots); ELL_3MV_MUL(tmpv, m, evec[0]); printf(" (%g:%g): %20.15f %20.15f %20.15f\n", eval[0], ELL_3V_DOT(evec[0], tmpv), evec[0][0], evec[0][1], evec[0][2]); ELL_3MV_MUL(tmpv, m, evec[1]); printf(" (%g:%g): %20.15f %20.15f %20.15f\n", eval[1], ELL_3V_DOT(evec[1], tmpv), evec[1][0], evec[1][1], evec[1][2]); ELL_3MV_MUL(tmpv, m, evec[2]); printf(" (%g:%g): %20.15f %20.15f %20.15f\n", eval[2], ELL_3V_DOT(evec[2], tmpv), evec[2][0], evec[2][1], evec[2][2]); } */ return; }
void _gageSclAnswer (gageContext *ctx, gagePerVolume *pvl) { char me[]="_gageSclAnswer"; double gmag=0, *hess, *norm, *gvec, *gten, *k1, *k2, curv=0, sHess[9]={0,0,0,0,0,0,0,0,0}; double tmpMat[9], tmpVec[3], hevec[9], heval[3]; double len, gp1[3], gp2[3], *nPerp, ncTen[9], nProj[9]={0,0,0,0,0,0,0,0,0}; double alpha = 0.5; double beta = 0.5; double gamma = 5; double cc = 1e-6; #define FD_MEDIAN_MAX 16 int fd, nidx, xi, yi, zi; double *fw, iv3wght[2*FD_MEDIAN_MAX*FD_MEDIAN_MAX*FD_MEDIAN_MAX], wghtSum, wght; /* convenience pointers for work below */ hess = pvl->directAnswer[gageSclHessian]; gvec = pvl->directAnswer[gageSclGradVec]; norm = pvl->directAnswer[gageSclNormal]; nPerp = pvl->directAnswer[gageSclNPerp]; gten = pvl->directAnswer[gageSclGeomTens]; k1 = pvl->directAnswer[gageSclK1]; k2 = pvl->directAnswer[gageSclK2]; if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclValue)) { /* done if doV */ if (ctx->verbose) { fprintf(stderr, "%s: val = % 15.7f\n", me, (double)(pvl->directAnswer[gageSclValue][0])); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclGradVec)) { /* done if doD1 */ if (ctx->verbose) { fprintf(stderr, "%s: gvec = ", me); ell_3v_print_d(stderr, gvec); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclGradMag)) { /* this is the true value of gradient magnitude */ gmag = pvl->directAnswer[gageSclGradMag][0] = sqrt(ELL_3V_DOT(gvec, gvec)); } /* NB: it would seem that gageParmGradMagMin is completely ignored ... */ if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclNormal)) { if (gmag) { ELL_3V_SCALE(norm, 1/gmag, gvec); /* polishing ... len = sqrt(ELL_3V_DOT(norm, norm)); ELL_3V_SCALE(norm, 1/len, norm); */ } else { ELL_3V_COPY(norm, gageZeroNormal); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclNPerp)) { /* nPerp = I - outer(norm, norm) */ /* NB: this sets both nPerp and nProj */ ELL_3MV_OUTER(nProj, norm, norm); ELL_3M_SCALE(nPerp, -1, nProj); nPerp[0] += 1; nPerp[4] += 1; nPerp[8] += 1; } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessian)) { /* done if doD2 */ if (ctx->verbose) { fprintf(stderr, "%s: hess = \n", me); ell_3m_print_d(stderr, hess); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclLaplacian)) { pvl->directAnswer[gageSclLaplacian][0] = hess[0] + hess[4] + hess[8]; if (ctx->verbose) { fprintf(stderr, "%s: lapl = %g + %g + %g = %g\n", me, hess[0], hess[4], hess[8], pvl->directAnswer[gageSclLaplacian][0]); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessFrob)) { pvl->directAnswer[gageSclHessFrob][0] = ELL_3M_FROB(hess); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessEval)) { /* HEY: look at the return value for root multiplicity? */ ell_3m_eigensolve_d(heval, hevec, hess, AIR_TRUE); ELL_3V_COPY(pvl->directAnswer[gageSclHessEval], heval); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessEvec)) { ELL_3M_COPY(pvl->directAnswer[gageSclHessEvec], hevec); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessRidgeness)) { double A, B, S; if (heval[1] >0 || heval[2]>0) { pvl->directAnswer[gageSclHessRidgeness][0] = 0; } else if (AIR_ABS(heval[1])<1e-10 || AIR_ABS(heval[2])<1e-10) { pvl->directAnswer[gageSclHessRidgeness][0] = 0; } else { double *ans; A = AIR_ABS(heval[1])/AIR_ABS(heval[2]); B = AIR_ABS(heval[0])/sqrt(AIR_ABS(heval[1]*heval[2])); S = sqrt(heval[0]*heval[0] + heval[1]*heval[1] + heval[2]*heval[2]); ans = pvl->directAnswer[gageSclHessRidgeness]; ans[0] = (1-exp(-A*A/(2*alpha*alpha))) * exp(-B*B/(2*beta*beta)) * (1-exp(-S*S/(2*gamma*gamma))) * exp(-2*cc*cc/(AIR_ABS(heval[1])*heval[2]*heval[2])); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessValleyness)) { double A, B, S; if (heval[0] <0 || heval[1]<0) { pvl->directAnswer[gageSclHessValleyness][0] = 0; } else if (AIR_ABS(heval[0])<1e-10 || AIR_ABS(heval[1])<1e-10) { pvl->directAnswer[gageSclHessValleyness][0] = 0; } else { double *ans; A = AIR_ABS(heval[1])/AIR_ABS(heval[0]); B = AIR_ABS(heval[2])/sqrt(AIR_ABS(heval[1]*heval[0])); S = sqrt(heval[0]*heval[0] + heval[1]*heval[1] + heval[2]*heval[2]); ans = pvl->directAnswer[gageSclHessValleyness]; ans[0] = (1-exp(-A*A/(2*alpha*alpha))) * exp(-B*B/(2*beta*beta)) * (1-exp(-S*S/(2*gamma*gamma))) * exp(-2*cc*cc/(AIR_ABS(heval[1])*heval[0]*heval[0])); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclHessMode)) { pvl->directAnswer[gageSclHessMode][0] = airMode3_d(heval); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageScl2ndDD)) { ELL_3MV_MUL(tmpVec, hess, norm); pvl->directAnswer[gageScl2ndDD][0] = ELL_3V_DOT(norm, tmpVec); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclGeomTens)) { if (gmag > ctx->parm.gradMagCurvMin) { /* parm.curvNormalSide applied here to determine the sense of the normal when doing all curvature calculations */ ELL_3M_SCALE(sHess, -(ctx->parm.curvNormalSide)/gmag, hess); /* gten = nPerp * sHess * nPerp */ ELL_3M_MUL(tmpMat, sHess, nPerp); ELL_3M_MUL(gten, nPerp, tmpMat); if (ctx->verbose) { fprintf(stderr, "%s: gten: \n", me); ell_3m_print_d(stderr, gten); ELL_3MV_MUL(tmpVec, gten, norm); len = ELL_3V_LEN(tmpVec); fprintf(stderr, "%s: should be small: %30.15f\n", me, (double)len); ell_3v_perp_d(gp1, norm); ELL_3MV_MUL(tmpVec, gten, gp1); len = ELL_3V_LEN(tmpVec); fprintf(stderr, "%s: should be bigger: %30.15f\n", me, (double)len); ELL_3V_CROSS(gp2, gp1, norm); ELL_3MV_MUL(tmpVec, gten, gp2); len = ELL_3V_LEN(tmpVec); fprintf(stderr, "%s: should (also) be bigger: %30.15f\n", me, (double)len); } } else { ELL_3M_ZERO_SET(gten); } } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclTotalCurv)) { curv = pvl->directAnswer[gageSclTotalCurv][0] = ELL_3M_FROB(gten); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclShapeTrace)) { pvl->directAnswer[gageSclShapeTrace][0] = (curv ? ELL_3M_TRACE(gten)/curv : 0); } if ( (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclK1)) || (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclK2)) ){ double T, N, D; T = ELL_3M_TRACE(gten); N = curv; D = 2*N*N - T*T; /* if (D < -0.0000001) { fprintf(stderr, "%s: %g %g\n", me, T, N); fprintf(stderr, "%s: !!! D curv determinant % 22.10f < 0.0\n", me, D); fprintf(stderr, "%s: gten: \n", me); ell_3m_print_d(stderr, gten); } */ D = AIR_MAX(D, 0); D = sqrt(D); k1[0] = 0.5*(T + D); k2[0] = 0.5*(T - D); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclMeanCurv)) { pvl->directAnswer[gageSclMeanCurv][0] = (*k1 + *k2)/2; } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclGaussCurv)) { pvl->directAnswer[gageSclGaussCurv][0] = (*k1)*(*k2); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclShapeIndex)) { pvl->directAnswer[gageSclShapeIndex][0] = -(2/AIR_PI)*atan2(*k1 + *k2, *k1 - *k2); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclCurvDir1)) { /* HEY: this only works when K1, K2, 0 are all well mutually distinct, since these are the eigenvalues of the geometry tensor, and this code assumes that the eigenspaces are all one-dimensional */ ELL_3M_COPY(tmpMat, gten); ELL_3M_DIAG_SET(tmpMat, gten[0] - *k1, gten[4]- *k1, gten[8] - *k1); ell_3m_1d_nullspace_d(tmpVec, tmpMat); ELL_3V_COPY(pvl->directAnswer[gageSclCurvDir1], tmpVec); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclCurvDir2)) { /* HEY: this only works when K1, K2, 0 are all well mutually distinct, since these are the eigenvalues of the geometry tensor, and this code assumes that the eigenspaces are all one-dimensional */ ELL_3M_COPY(tmpMat, gten); ELL_3M_DIAG_SET(tmpMat, gten[0] - *k2, gten[4] - *k2, gten[8] - *k2); ell_3m_1d_nullspace_d(tmpVec, tmpMat); ELL_3V_COPY(pvl->directAnswer[gageSclCurvDir2], tmpVec); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclFlowlineCurv)) { if (gmag >= ctx->parm.gradMagCurvMin) { /* because of the gageSclGeomTens prerequisite, sHess, nPerp, and nProj are all already set */ /* ncTen = nPerp * sHess * nProj */ ELL_3M_MUL(tmpMat, sHess, nProj); ELL_3M_MUL(ncTen, nPerp, tmpMat); } else { ELL_3M_ZERO_SET(ncTen); } /* there used to be a wrong extra sqrt() here */ pvl->directAnswer[gageSclFlowlineCurv][0] = ELL_3M_FROB(ncTen); } if (GAGE_QUERY_ITEM_TEST(pvl->query, gageSclMedian)) { /* this item is currently a complete oddball in that it does not benefit from anything done in the "filter" stage, which is in fact a waste of time if the query consists only of this item */ fd = 2*ctx->radius; if (fd > FD_MEDIAN_MAX) { fprintf(stderr, "%s: PANIC: current filter diameter = %d " "> FD_MEDIAN_MAX = %d\n", me, fd, FD_MEDIAN_MAX); exit(1); } fw = ctx->fw + fd*3*gageKernel00; /* HEY: this needs some optimization help */ wghtSum = 0; nidx = 0; for (xi=0; xi<fd; xi++) { for (yi=0; yi<fd; yi++) { for (zi=0; zi<fd; zi++) { iv3wght[0 + 2*nidx] = pvl->iv3[nidx]; iv3wght[1 + 2*nidx] = fw[xi + 0*fd]*fw[yi + 1*fd]*fw[zi + 2*fd]; wghtSum += iv3wght[1 + 2*nidx]; nidx++; } } } qsort(iv3wght, fd*fd*fd, 2*sizeof(double), nrrdValCompare[nrrdTypeDouble]); wght = 0; for (nidx=0; nidx<fd*fd*fd; nidx++) { wght += iv3wght[1 + 2*nidx]; if (wght > wghtSum/2) { break; } } pvl->directAnswer[gageSclMedian][0] = iv3wght[0 + 2*nidx]; } return; }