#include "dcp_core.h" #include #include using namespace std; void GuidedFilterColor(IplImage *q, IplImage *II, IplImage *p, double eps, int r) { int height = q->height; int width = q->width; int widthstep = II->widthStep; int gwidthstep = p->widthStep; int nch = II->nChannels; int i, j; int m, n; int w; int e = 0; int st_row, ed_row; int st_col, ed_col; double sum_Ir, sum_Ig, sum_Ib; double sum_Ir_square, sum_Ig_square, sum_Ib_square; double sum_IrIg, sum_IgIb, sum_IrIb; double sum_PiIr, sum_PiIg, sum_PiIb; double sum_Pi; double A, B, C, D, E, F, G, H, I, J, K, L; double X, Y, Z; double ak_r, ak_g, ak_b; double bk; double det; double tmp_Ir, tmp_Ig, tmp_Ib; double tmp_p, tmp_q; vector v_ak_r; vector v_ak_g; vector v_ak_b; vector v_bk; for (i = 1; i <= height; i++) { if (i % 10 == 0) printf("%d\n", i); for (j = 1; j <= width; j++) { st_row = i - r, ed_row = i + r; st_col = j - r, ed_col = j + r; if (st_row <= 0) st_row = 1; if (ed_row > height) ed_row = height; if (st_col <= 0) st_col = 1; if (ed_col > width) ed_col = width; sum_Ir = sum_Ig = sum_Ib = 0; sum_Ir_square = sum_Ig_square = sum_Ib_square = 0; sum_IrIg = sum_IgIb = sum_IrIb = 0; sum_PiIr = sum_PiIg = sum_PiIb = 0; sum_Pi = 0; w = 0; for (m = st_row; m <= ed_row; m++) { for (n = st_col; n <= ed_col; n++) { tmp_Ib = *(uchar *)(II->imageData + (m - 1) * widthstep + (n - 1) * nch); tmp_Ig = *(uchar *)(II->imageData + (m - 1) * widthstep + (n - 1) * nch + 1); tmp_Ir = *(uchar *)(II->imageData + (m - 1) * widthstep + (n - 1) * nch + 2); tmp_p = *(uchar *)(p->imageData + (m - 1) * gwidthstep + (n - 1)); sum_Ib += tmp_Ib; sum_Ig += tmp_Ig; sum_Ir += tmp_Ir; sum_Ib_square += tmp_Ib * tmp_Ib; sum_Ig_square += tmp_Ig * tmp_Ig; sum_Ir_square += tmp_Ir * tmp_Ir; sum_IrIg += tmp_Ir * tmp_Ig; sum_IgIb += tmp_Ig * tmp_Ib; sum_IrIb += tmp_Ir * tmp_Ib; sum_Pi += tmp_p; sum_PiIb += tmp_p * tmp_Ib; sum_PiIg += tmp_p * tmp_Ig; sum_PiIr += tmp_p * tmp_Ir; w++; } } A = (sum_Ir_square + w * eps) * sum_Ig - sum_Ir * sum_IrIg; B = sum_IrIg * sum_Ig - sum_Ir * (sum_Ig_square + w * eps); C = sum_IrIb * sum_Ig - sum_Ir * sum_IgIb; D = sum_PiIr * sum_Ig - sum_PiIg * sum_Ir; E = (sum_Ir_square + w * eps) * sum_Ib - sum_IrIb * sum_Ir; F = sum_IrIg * sum_Ib - sum_IgIb * sum_Ir; G = sum_IrIb * sum_Ib - (sum_Ib_square + w * eps) * sum_Ir; H = sum_PiIr * sum_Ib - sum_PiIb * sum_Ir; I = (sum_Ir_square + w * eps) * w - sum_Ir * sum_Ir; J = sum_IrIg * w - sum_Ig * sum_Ir; K = sum_IrIb * w - sum_Ib * sum_Ir; L = sum_PiIr * w - sum_Pi * sum_Ir; det = A * F * K + B * G * I + C * E * J - C * F * I - A * G * J - B * E * K; X = D * F * K + B * G * L + C * H * J - C * F * L - D * G * J - B * H * K; Y = A * H * K + D * G * I + C * E * L - C * H * I - D * E * K - A * G * L; Z = A * F * L + B * H * I + D * J * E - D * F * I - B * E * L - A * H * J; ak_r = X / det; ak_g = Y / det; ak_b = Z / det; bk = (sum_PiIg - sum_IrIg * ak_r - (sum_Ig_square + w * eps) * ak_g - sum_IgIb * ak_b) / sum_Ig; tmp_Ib = *(uchar *)(II->imageData + (i - 1) * widthstep + (j - 1) * nch); tmp_Ig = *(uchar *)(II->imageData + (i - 1) * widthstep + (j - 1) * nch + 1); tmp_Ir = *(uchar *)(II->imageData + (i - 1) * widthstep + (j - 1) * nch + 2); tmp_q = ak_b * tmp_Ib + ak_g * tmp_Ig + ak_r * tmp_Ir + bk; if (tmp_q > 255) tmp_q = 255; else if (tmp_q < 0) tmp_q = 0; *(uchar *)(q->imageData + (i - 1) * gwidthstep + (j - 1)) = tmp_q; v_ak_b.push_back(ak_b); v_ak_g.push_back(ak_g); v_ak_r.push_back(ak_r); v_bk.push_back(bk); } } for (int i = 1; i <= height; i++) { for (int j = 1; j <= width; j++) { st_row = i - r, ed_row = i + r; st_col = j - r, ed_col = j + r; if (st_row <= 0) st_row = 1; if (ed_row > height) ed_row = height; if (st_col <= 0) st_col = 1; if (ed_col > width) ed_col = width; double ak_r, ak_g, ak_b, bk; ak_r = ak_g = ak_b = bk = 0; int number = 0; for (int m = st_row; m <= ed_row; m++) { for (int n = st_col; n <= ed_col; n++) { ak_r += v_ak_r[(m - 1) * width + n - 1]; ak_g += v_ak_g[(m - 1) * width + n - 1]; ak_b += v_ak_b[(m - 1) * width + n - 1]; bk += v_bk[(m - 1) * width + n - 1]; number++; } } ak_r /= number; ak_g /= number; ak_b /= number; bk /= number; tmp_Ib = *(uchar *)(II->imageData + (i - 1) * widthstep + (j - 1) * nch); tmp_Ig = *(uchar *)(II->imageData + (i - 1) * widthstep + (j - 1) * nch + 1); tmp_Ir = *(uchar *)(II->imageData + (i - 1) * widthstep + (j - 1) * nch + 2); tmp_q = ak_b * tmp_Ib + ak_g * tmp_Ig + ak_r * tmp_Ir + bk; if (tmp_q > 255) tmp_q = 255; else if (tmp_q < 0) tmp_q = 0; *(uchar *)(q->imageData + (i - 1) * gwidthstep + (j - 1)) = tmp_q; } } }