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Skyline-Based Registration of 3D Laser Scans

Skyline-Based Registration of 3D Laser Scans
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摘要 Acquisition and registration of terrestrial 3D laser scans is a fundamental task in mapping and modeling of cities in three dimensions. To automate this task marker-flee registration methods are required. Based on the existence of skyline features, this paper proposes a novel method. The skyline features are extracted from panoramic 3D scans and encoded as strings enabling the use of string matching for merging the scans. Initial results of the proposed method in the old city center of Bremen are presented. Acquisition and registration of terrestrial 3D laser scans is a fundamental task in mapping and modeling of cities in three dimensions. To automate this task marker-free registration methods are required. Based on the existence of skyline features, this paper proposes a novel method. The skyline features are extracted from panoramic 3D scans and encoded as strings enabling the use of string matching for merging the scans. Initial results of the proposed method in the old city center of Bremen are pre-sented.
机构地区 Automation Group
出处 《Geo-Spatial Information Science》 2011年第2期85-90,共6页 地球空间信息科学学报(英文)
关键词 LIDAR point cloud processing 3D city modeling marker-free registration place recognition 激光雷达;点云处理; 3D 城市建模;没有标记的登记;地方识别
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