#!/usr/bin/env python import sys import os import math import numpy as np import matplotlib.pyplot as plt from skimage.morphology import remove_small_holes from PIL import Image dirname = os.path.dirname(__file__) svea = os.path.join(dirname, '../../') sys.path.append(os.path.abspath(svea)) class Map: """ Handle for map message. Contains a subscriber to the map topic and processes the map. Numpy array version of the map available as member variable. """ def __init__(self, file_path, value_unknown=50, threshold_occupied=90, origin=[-30.0, -24.0], resolution=0.059999): self.value_unknown = value_unknown self.threshold_occupied = threshold_occupied # instantiate member variables self.data = np.array(Image.open(file_path))[:, :, 0] # numpy array containing map data #self.process_map() self.height = self.data.shape[0] # height of the map in px self.width = self.data.shape[1] # width of the map in px self.resolution = resolution # resolution of the map in m/px self.origin = origin # x and y coordinates of map origin # (bottom-left corner) in m def w2m(self, x, y): """ World2Map. Transform coordinates from global coordinate system to map coordinates. :param x: x coordinate in global coordinate system :param y: y coordinate in global coordinate system :return: discrete x and y coordinates in px """ d_x = np.floor((x - self.origin[0]) / self.resolution) d_y = np.floor((y - self.origin[1]) / self.resolution) return int(d_x), int(d_y) def m2w(self, dx, dy): """ World2Map. Transform coordinates from global coordinate system to map coordinates. :param x: x coordinate in global coordinate system :param y: y coordinate in global coordinate system :return: discrete x and y coordinates in px """ x = dx * self.resolution + self.origin[0] y = dy * self.resolution + self.origin[1] return x, y def process_map(self): self.data = remove_small_holes(self.data, area_threshold=5, connectivity=8).astype(np.int8) if __name__ == '__main__': map = Map('map_floor2.png') plt.imshow(map.data, cmap='gray') plt.show()