3D Map Update in Human Environment Using Change Detection from LIDAR Equipped Mobile Robot | IEEE Conference Publication | IEEE Xplore

3D Map Update in Human Environment Using Change Detection from LIDAR Equipped Mobile Robot


Abstract:

For future mobility services in dynamic human living environment, this paper proposes a map update framework based on a 3D change detection method using a mobile robot eq...Show More

Abstract:

For future mobility services in dynamic human living environment, this paper proposes a map update framework based on a 3D change detection method using a mobile robot equipped with a Laser Imaging Detection and Ranging (LI- DAR) sensor. The proposed framework updates a given 3D map and refines its information effectively to correct inconsistencies between it and the real environment. It is effective for various mobile robots and environments, and the 3D map is updated just by the mobile robot traveling around and observing its surroundings. The change detection method is used to specify the changed (appeared/disappeared) parts from an existing 3D map by comparing it with LIDAR observations while the robot is moving. The experimental results with an indoor mobile robot and outdoor car application show that the proposed framework can exclude noise and disappeared objects, add static appeared objects, and supplement blanks into the given 3D map.
Date of Conference: 14-16 January 2019
Date Added to IEEE Xplore: 29 April 2019
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Conference Location: Paris, France

References

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