基于移动激光扫描数据的城市环境中具有垂直阴影的行人地图生成与丰富

Jesus Balado Frias, L. Díaz-Vilariño, E. Frías, E. González
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引用次数: 0

摘要

城市正变得越来越适合步行,减少了交通,促进了身体活动和步行。然而,长时间暴露在阳光下会导致晒伤和皮肤问题,因此在某些纬度和夏季旅行时尽量减少暴露在阳光下尤为重要。本文提出了一种基于阴影区域和无障碍屏障位置的城市等高线建模和行人地图生成方法。该方法使用移动激光扫描获取的城市环境点云作为输入数据。首先,将输入点云分割为地点、障碍物点和产生阴影的点。然后,将分割后的3个点云进行栅格化处理,并将相应的图像进行组合,得到可通航地面和阴影区域。最后,从可导航地面生成行人导航地图。为了检验该导航图的有效性,应用了寻路算法。结果表明,该方法能够正确生成可通航地面,并根据阴影区域对轨迹进行优先排序。根据阳光和阴影区域之间的权重,所获得的路线显示了旅行距离和阳光照射的差异。该方法对点云中障碍物和噪声的存在非常敏感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generation and Enrichment of Pedestrian Maps with Vertical Shadows in Urban Environments from Mobile Laser Scanning Data
Cities are becoming more pedestrian-friendly, reducing traffic and promoting physical activity and walking. However, prolonged exposure to the sun can cause sunburn and skin problems, so minimizing exposure to the sun while travelling is especially relevant at certain latitudes and in the summer months. This paper proposes a method for modelling urban contours and generating pedestrian maps with the location of shaded areas and accessibility barriers. The proposed method uses as input data a point cloud of an urban environment acquired with Mobile Laser Scanning. First, the input point cloud is segmented in ground points, obstacle points, and points causing shadows. Then, the three segmented point clouds are rasterized and the corresponded images are combined to obtain the navigable ground and the shaded areas. Finally, from the navigable ground, a navigation map is generated for pedestrians. To check the usefulness of this navigation map, a pathfinding algorithm is applied. The results show a correct generation of the navigable ground, and routes prioritizing the trajectory by shadow areas. Depending on the weighting between sun and shaded areas, the routes obtained show differences in distance travelled and sun exposure. The proposed method is sensitive to the existence of obstacles and noise in the point clouds.
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