INDOOR NAVIGATION FROM POINT CLOUDS: 3D MODELLING AND OBSTACLE DETECTION

Author:

Díaz-Vilariño L.,Boguslawski P.,Khoshelham K.,Lorenzo H.,Mahdjoubi L.

Abstract

Abstract. In the recent years, indoor modelling and navigation has become a research of interest because many stakeholders require navigation assistance in various application scenarios. The navigational assistance for blind or wheelchair people, building crisis management such as fire protection, augmented reality for gaming, tourism or training emergency assistance units are just some of the direct applications of indoor modelling and navigation. Navigational information is traditionally extracted from 2D drawings or layouts. Real state of indoors, including opening position and geometry for both windows and doors, and the presence of obstacles is commonly ignored. In this work, a real indoor-path planning methodology based on 3D point clouds is developed. The value and originality of the approach consist on considering point clouds not only for reconstructing semantically-rich 3D indoor models, but also for detecting potential obstacles in the route planning and using these for readapting the routes according to the real state of the indoor depictured by the laser scanner.

Publisher

Copernicus GmbH

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Cross-domain point cloud completion for multi-class indoor incomplete objects via class-conditional GAN inversion;ISPRS Journal of Photogrammetry and Remote Sensing;2023-12

2. Monocular Camera Free Region Detection Method of Obstacle Avoidance Using Pixel Volume Expansion for Micro – Sized UAV;2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS);2023-08-25

3. Image-Based Obstacle Detection Methods for the Safe Navigation of Unmanned Vehicles: A Review;Remote Sensing;2022-08-08

4. A novel region-based expansion rate obstacle detection method for MAVs using a fisheye camera;International Journal of Applied Earth Observation and Geoinformation;2022-04

5. Results of the ISPRS benchmark on indoor modelling;ISPRS Open Journal of Photogrammetry and Remote Sensing;2021-12

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