/**************************************************************** * * * MODULE: v.lidar.growing * * * * AUTHOR(S): Roberto Antolin & Gonzalo Moreno * * * * PURPOSE: Building contour determination and Region * * Growing algorithm for determining the building * * inside * * * * COPYRIGHT: (C) 2006 by Politecnico di Milano - * * Polo Regionale di Como * * * * This program is free software under the * * GNU General Public License (>=v2). * * Read the file COPYING that comes with GRASS * * for details. * * * ****************************************************************/ /*INCLUDES*/ #include #include #include #include "growing.h" /* GLOBAL DEFINITIONS */ int nsply, nsplx, count_obj; double stepN, stepE; /*--------------------------------------------------------------------------------*/ int main(int argc, char *argv[]) { /* Variables' declarations */ int row, nrows, col, ncols, MaxPoints; int nsubregion_col, nsubregion_row; int subregion = 0, nsubregions = 0; int last_row, last_column; int nlines, nlines_first, line_num; int more; int clas, region = TRUE; double Z_interp; double Thres_j, Thres_d, ew_resol, ns_resol; double minNS, minEW, maxNS, maxEW; const char *mapset; char buf[1024], table_name[GNAME_MAX + 64]; char xname[GNAME_MAX], xmapset[GMAPSET_MAX]; int colorBordo, ripieno, conta, lungPunti, lungHull, xi, c1, c2; double altPiano; extern double **P, **cvxHull, **punti_bordo; /* Struct declarations */ struct Cell_head elaboration_reg, original_reg; struct element_grow **raster_matrix; struct Map_info In, Out, First; struct Option *in_opt, *out_opt, *first_opt, *Thres_j_opt, *Thres_d_opt; struct GModule *module; struct line_pnts *points, *points_first; struct line_cats *Cats, *Cats_first; struct field_info *field; dbDriver *driver; dbString sql; dbTable *table; dbCursor cursor; /*------------------------------------------------------------------------------------------*/ /* Options' declaration */ module = G_define_module(); G_add_keyword(_("vector")); G_add_keyword(_("LIDAR")); module->description = _("Building contour determination and Region Growing " "algorithm for determining the building inside"); in_opt = G_define_standard_option(G_OPT_V_INPUT); in_opt->description = _("Input vector (v.lidar.edgedetection output)"); out_opt = G_define_standard_option(G_OPT_V_OUTPUT); first_opt = G_define_option(); first_opt->key = "first"; first_opt->type = TYPE_STRING; first_opt->key_desc = "name"; first_opt->required = YES; first_opt->gisprompt = "old,vector,vector"; first_opt->description = _("Name of the first pulse vector map"); Thres_j_opt = G_define_option(); Thres_j_opt->key = "tj"; Thres_j_opt->type = TYPE_DOUBLE; Thres_j_opt->required = NO; Thres_j_opt->description = _("Threshold for cell object frequency in region growing"); Thres_j_opt->answer = "0.2"; Thres_d_opt = G_define_option(); Thres_d_opt->key = "td"; Thres_d_opt->type = TYPE_DOUBLE; Thres_d_opt->required = NO; Thres_d_opt->description = _("Threshold for double pulse in region growing"); Thres_d_opt->answer = "0.6"; /* Parsing */ G_gisinit(argv[0]); if (G_parser(argc, argv)) exit(EXIT_FAILURE); Thres_j = atof(Thres_j_opt->answer); Thres_d = atof(Thres_d_opt->answer); Thres_j += 1; /* Open input vector */ Vect_check_input_output_name(in_opt->answer, out_opt->answer, G_FATAL_EXIT); if ((mapset = G_find_vector2(in_opt->answer, "")) == NULL) { G_fatal_error(_("Vector map <%s> not found"), in_opt->answer); } /* Setting auxiliary table's name */ if (G_name_is_fully_qualified(in_opt->answer, xname, xmapset)) { sprintf(table_name, "%s_edge_Interpolation", xname); } else sprintf(table_name, "%s_edge_Interpolation", in_opt->answer); Vect_set_open_level(1); /* WITHOUT TOPOLOGY */ if (Vect_open_old(&In, in_opt->answer, mapset) < 1) G_fatal_error(_("Unable to open vector map <%s>"), in_opt->answer); Vect_set_open_level(1); /* WITHOUT TOPOLOGY */ if (Vect_open_old(&First, first_opt->answer, mapset) < 1) G_fatal_error(_("Unable to open vector map <%s>"), first_opt->answer); /* Open output vector */ if (0 > Vect_open_new(&Out, out_opt->answer, WITH_Z)) { Vect_close(&In); Vect_close(&First); exit(EXIT_FAILURE); } /* Copy vector Head File */ Vect_copy_head_data(&In, &Out); Vect_hist_copy(&In, &Out); Vect_hist_command(&Out); /* Starting driver and open db for edgedetection interpolation table */ field = Vect_get_field(&In, F_INTERPOLATION); /*if (field == NULL) G_fatal_error (_("Cannot read field info")); */ driver = db_start_driver_open_database(field->driver, field->database); if (driver == NULL) G_fatal_error(_("No database connection for driver <%s> is defined. Run db.connect."), field->driver); /* is this the right place to open the cursor ??? */ db_init_string(&sql); db_zero_string(&sql); sprintf(buf, "SELECT Interp,ID FROM %s", table_name); G_debug(1, "buf: %s", buf); db_append_string(&sql, buf); if (db_open_select_cursor(driver, &sql, &cursor, DB_SEQUENTIAL) != DB_OK) G_fatal_error(_("Unable to open table <%s>"), table_name); count_obj = 1; /* no topology, get number of lines in input vector */ nlines = 0; points = Vect_new_line_struct(); Cats = Vect_new_cats_struct(); Vect_rewind(&In); while (Vect_read_next_line(&In, points, Cats) > 0) { nlines++; } Vect_rewind(&In); /* no topology, get number of lines in first pulse input vector */ nlines_first = 0; points_first = Vect_new_line_struct(); Cats_first = Vect_new_cats_struct(); Vect_rewind(&First); while (Vect_read_next_line(&First, points_first, Cats_first) > 0) { nlines_first++; } Vect_rewind(&First); /* Setting regions and boxes */ G_debug(1, _("Setting regions and boxes")); G_get_set_window(&original_reg); G_get_set_window(&elaboration_reg); /* Fixing parameters of the elaboration region */ /*! The original_region will be divided into subregions */ ew_resol = original_reg.ew_res; ns_resol = original_reg.ns_res; /* calculate number of subregions */ nsubregion_col = ceil((original_reg.east - original_reg.west) / (LATO * ew_resol)) + 0.5; nsubregion_row = ceil((original_reg.north - original_reg.south) / (LATO * ns_resol)) + 0.5; if (nsubregion_col < 0) nsubregion_col = 0; if (nsubregion_row < 0) nsubregion_row = 0; nsubregions = nsubregion_row * nsubregion_col; /* Subdividing and working with tiles */ elaboration_reg.south = original_reg.north; last_row = FALSE; while (last_row == FALSE) { /* For each strip of LATO rows */ elaboration_reg.north = elaboration_reg.south; if (elaboration_reg.north > original_reg.north) /* First row */ elaboration_reg.north = original_reg.north; elaboration_reg.south = elaboration_reg.north - LATO * ns_resol; if (elaboration_reg.south <= original_reg.south) { /* Last row */ elaboration_reg.south = original_reg.south; last_row = TRUE; } elaboration_reg.east = original_reg.west; last_column = FALSE; while (last_column == FALSE) { /* For each strip of LATO columns */ struct bound_box elaboration_box; subregion++; if (nsubregions > 1) G_message(_("Subregion %d of %d"), subregion, nsubregions); elaboration_reg.west = elaboration_reg.east; if (elaboration_reg.west < original_reg.west) /* First column */ elaboration_reg.west = original_reg.west; elaboration_reg.east = elaboration_reg.west + LATO * ew_resol; if (elaboration_reg.east >= original_reg.east) { /* Last column */ elaboration_reg.east = original_reg.east; last_column = TRUE; } /* Setting the active region */ elaboration_reg.ns_res = ns_resol; elaboration_reg.ew_res = ew_resol; nrows = (elaboration_reg.north - elaboration_reg.south) / ns_resol + 0.1; ncols = (elaboration_reg.east - elaboration_reg.west) / ew_resol + 0.1; elaboration_reg.rows = nrows; elaboration_reg.cols = ncols; G_debug(1, _("Rows = %d"), nrows); G_debug(1, _("Columns = %d"), ncols); raster_matrix = structMatrix(0, nrows, 0, ncols); MaxPoints = nrows * ncols; /* Initializing matrix */ for (row = 0; row <= nrows; row++) { for (col = 0; col <= ncols; col++) { raster_matrix[row][col].interp = 0; raster_matrix[row][col].fi = 0; raster_matrix[row][col].bordo = 0; raster_matrix[row][col].dueImp = SINGLE_PULSE; raster_matrix[row][col].orig = 0; raster_matrix[row][col].fo = 0; raster_matrix[row][col].clas = PRE_TERRAIN; raster_matrix[row][col].fc = 0; raster_matrix[row][col].obj = 0; } } G_verbose_message(_("read points in input vector")); Vect_region_box(&elaboration_reg, &elaboration_box); line_num = 0; Vect_rewind(&In); while (Vect_read_next_line(&In, points, Cats) > 0) { line_num++; if ((Vect_point_in_box (points->x[0], points->y[0], points->z[0], &elaboration_box)) && ((points->x[0] != elaboration_reg.west) || (points->x[0] == original_reg.west)) && ((points->y[0] != elaboration_reg.north) || (points->y[0] == original_reg.north))) { row = (int)(Rast_northing_to_row (points->y[0], &elaboration_reg)); /* do not use Rast_easting_to_col() because of possible ll wrap */ /* col = (int)(Rast_easting_to_col (points->x[0], &elaboration_reg)); */ col = (points->x[0] - elaboration_reg.west) / elaboration_reg.ew_res; Z_interp = 0; /* TODO: make sure the current db_fetch() usage works */ /* why not: */ /* db_init_string(&sql); sprintf(buf, "SELECT Interp,ID FROM %s WHERE ID=%d", table_name, line_num); db_append_string(&sql, buf); if (db_open_select_cursor(driver, &sql, &cursor, DB_SEQUENTIAL) != DB_OK) G_fatal_error(_("Unable to open table <%s>"), table_name); while (db_fetch(&cursor, DB_NEXT, &more) == DB_OK && more) { dbColumn *Z_Interp_col; dbValue *Z_Interp_value; table = db_get_cursor_table(&cursor); Z_Interp_col = db_get_table_column(table, 1); if (db_sqltype_to_Ctype(db_get_column_sqltype(Z_Interp_col)) == DB_C_TYPE_DOUBLE) Z_Interp_value = db_get_column_value(Z_Interp_col); else continue; Z_interp = db_get_value_double(Z_Interp_value); break; } db_close_cursor(&cursor); db_free_string(&sql); */ /* instead of */ while (1) { if (db_fetch(&cursor, DB_NEXT, &more) != DB_OK || !more) break; dbColumn *Z_Interp_col, *ID_col; dbValue *Z_Interp_value, *ID_value; table = db_get_cursor_table(&cursor); ID_col = db_get_table_column(table, 1); if (db_sqltype_to_Ctype(db_get_column_sqltype(ID_col)) == DB_C_TYPE_INT) ID_value = db_get_column_value(ID_col); else continue; if (db_get_value_int(ID_value) == line_num) { Z_Interp_col = db_get_table_column(table, 0); if (db_sqltype_to_Ctype (db_get_column_sqltype(Z_Interp_col)) == DB_C_TYPE_DOUBLE) Z_Interp_value = db_get_column_value(Z_Interp_col); else continue; Z_interp = db_get_value_double(Z_Interp_value); break; } } raster_matrix[row][col].interp += Z_interp; raster_matrix[row][col].fi++; /*if (( clas = Vect_get_line_cat (&In, line_num, F_EDGE_DETECTION_CLASS) ) != UNKNOWN_EDGE) { */ if (Vect_cat_get(Cats, F_EDGE_DETECTION_CLASS, &clas)) { raster_matrix[row][col].clas += clas; raster_matrix[row][col].fc++; } raster_matrix[row][col].orig += points->z[0]; raster_matrix[row][col].fo++; } Vect_reset_cats(Cats); Vect_reset_line(points); } for (row = 0; row <= nrows; row++) { for (col = 0; col <= ncols; col++) { if (raster_matrix[row][col].fc != 0) { raster_matrix[row][col].clas--; raster_matrix[row][col]. clas /= raster_matrix[row][col].fc; } if (raster_matrix[row][col].fi != 0) raster_matrix[row][col]. interp /= raster_matrix[row][col].fi; if (raster_matrix[row][col].fo != 0) raster_matrix[row][col]. orig /= raster_matrix[row][col].fo; } } /* DOUBLE IMPULSE */ Vect_rewind(&First); while (Vect_read_next_line(&First, points_first, Cats_first) > 0) { if ((Vect_point_in_box (points_first->x[0], points_first->y[0], points_first->z[0], &elaboration_box)) && ((points->x[0] != elaboration_reg.west) || (points->x[0] == original_reg.west)) && ((points->y[0] != elaboration_reg.north) || (points->y[0] == original_reg.north))) { row = (int)(Rast_northing_to_row (points_first->y[0], &elaboration_reg)); /* do not use Rast_easting_to_col() because of possible ll wrap */ /* col = (int)(Rast_easting_to_col (points_first->x[0], &elaboration_reg)); */ col = (points_first->x[0] - elaboration_reg.west) / elaboration_reg.ew_res; if (fabs (points_first->z[0] - raster_matrix[row][col].orig) >= Thres_d) raster_matrix[row][col].dueImp = DOUBLE_PULSE; } Vect_reset_cats(Cats_first); Vect_reset_line(points_first); } /* REGION GROWING */ if (region == TRUE) { G_verbose_message(_("Region Growing")); punti_bordo = G_alloc_matrix(MaxPoints, 3); P = Pvector(0, MaxPoints); colorBordo = 5; ripieno = 6; for (row = 0; row <= nrows; row++) { G_percent(row, nrows, 2); for (col = 0; col <= ncols; col++) { if ((raster_matrix[row][col].clas >= Thres_j) && (raster_matrix[row][col].clas < colorBordo) && (raster_matrix[row][col].fi != 0) && (raster_matrix[row][col].dueImp == SINGLE_PULSE)) { /* Selecting a connected Object zone */ ripieno++; if (ripieno > 10) ripieno = 6; /* Selecting points on a connected edge */ for (conta = 0; conta < MaxPoints; conta++) { punti_bordo[conta][0] = 0; punti_bordo[conta][1] = 0; punti_bordo[conta][2] = 0; P[conta] = punti_bordo[conta]; /* It only makes indexes to be equal, not coord values!! */ } lungPunti = 0; lungHull = 0; regGrow8(elaboration_reg, raster_matrix, punti_bordo, &lungPunti, row, col, colorBordo, Thres_j, MaxPoints); /* CONVEX-HULL COMPUTATION */ lungHull = ch2d(P, lungPunti); cvxHull = G_alloc_matrix(lungHull, 3); for (xi = 0; xi < lungHull; xi++) { cvxHull[xi][0] = P[xi][0]; cvxHull[xi][1] = P[xi][1]; cvxHull[xi][2] = P[xi][2]; } /* Computes the interpoling plane based only on Object points */ altPiano = pianOriz(punti_bordo, lungPunti, &minNS, &minEW, &maxNS, &maxEW, raster_matrix, colorBordo); for (c1 = minNS; c1 <= maxNS; c1++) { for (c2 = minEW; c2 <= maxEW; c2++) { if (checkHull(c1, c2, cvxHull, lungHull) == 1) { raster_matrix[c1][c2].obj = count_obj; if ((raster_matrix[c1][c2].clas == PRE_TERRAIN) && (raster_matrix[c1][c2].orig >= altPiano) && (lungHull > 3)) raster_matrix[c1][c2].clas = ripieno; } } } G_free_matrix(cvxHull); count_obj++; } } } G_free_matrix(punti_bordo); free_Pvector(P, 0, MaxPoints); } /* WRITING THE OUTPUT VECTOR CATEGORIES */ Vect_rewind(&In); while (Vect_read_next_line(&In, points, Cats) > 0) { /* Read every line for buffering points */ if ((Vect_point_in_box (points->x[0], points->y[0], points->z[0], &elaboration_box)) && ((points->x[0] != elaboration_reg.west) || (points->x[0] == original_reg.west)) && ((points->y[0] != elaboration_reg.north) || (points->y[0] == original_reg.north))) { row = (int)(Rast_northing_to_row (points->y[0], &elaboration_reg)); /* do not use Rast_easting_to_col() because of possible ll wrap */ /* col = (int)(Rast_easting_to_col (points->x[0], &elaboration_reg)); */ col = (points->x[0] - elaboration_reg.west) / elaboration_reg.ew_res; if (raster_matrix[row][col].clas == PRE_TERRAIN) { if (raster_matrix[row][col].dueImp == SINGLE_PULSE) Vect_cat_set(Cats, F_CLASSIFICATION, TERRAIN_SINGLE); else Vect_cat_set(Cats, F_CLASSIFICATION, TERRAIN_DOUBLE); } else { if (raster_matrix[row][col].dueImp == SINGLE_PULSE) Vect_cat_set(Cats, F_CLASSIFICATION, OBJECT_SINGLE); else Vect_cat_set(Cats, F_CLASSIFICATION, OBJECT_DOUBLE); } Vect_cat_set(Cats, F_COUNTER_OBJ, raster_matrix[row][col].obj); Vect_write_line(&Out, GV_POINT, points, Cats); } Vect_reset_cats(Cats); Vect_reset_line(points); } free_structmatrix(raster_matrix, 0, nrows - 1, 0, ncols - 1); } /*! END WHILE; last_column = TRUE */ } /*! END WHILE; last_row = TRUE */ Vect_close(&In); Vect_close(&First); Vect_close(&Out); db_close_database_shutdown_driver(driver); G_done_msg(" "); exit(EXIT_SUCCESS); }