Use of SfM-MVS approach to nadir and oblique images generated throught aerial cameras to build 2.5D map and 3D models in urban areas

被引:27
作者
Pepe, Massimiliano [1 ]
Fregonese, Luigi [2 ]
Crocetto, Nicola [3 ]
机构
[1] Politecn Bari, DICATECh, Bari, Italy
[2] Politecn Milan, Dept Architecture Built Environm & Construct Engn, Mantua, Italy
[3] Univ Campania Luigi Vanvitelli, Dipartimento Ingn, Aversa, Italy
关键词
SfM; oblique camera; 3D city model; aerial platforms; hybrid sensors; PHOTOGRAMMETRY; INTEGRATION; TECHNOLOGY;
D O I
10.1080/10106049.2019.1700558
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The use of Structure-from-Motion (SfM) and Multi-View-Stereo (MVS) approaches to build 3D models of structures belonging to the Cultural Heritage environment is becoming more widespread. Due to the big dimensions of the digital aerial images generated by airborne sensors and, consequently, computation problems, these images were rarely used for the construction of 3D models through SfM-MVS approach. In addition, the values of overlap used in traditional aerial surveys would lead to a geometry of acquisition that is quite weak. For these reasons, the use of aerial images generated by airborne sensors in the SfM-MVS approach was limited. However, taking into account the possibility to acquire aerial nadir and oblique images according to multi-view, the increasing of High Performance Computation and the use of Direct Georeferencing, the quality of the city model obtained with the SfM/MVS approach was evaluated on a dataset of aerial images involving the Old Town of Bordeux.
引用
收藏
页码:120 / 141
页数:22
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