A Framework for Outdoor Mobile Augmented Reality and Its Application to Mountain Peak Detection

被引:13
|
作者
Fedorov, Roman [1 ]
Frajberg, Darian [1 ]
Fraternali, Piero [1 ]
机构
[1] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, Piazza Leonardo da Vinci 32, Milan, Italy
关键词
Outdoor augmented reality; Mobile; Real-time; Mountain peak identification; Environment monitoring; Computer vision;
D O I
10.1007/978-3-319-40621-3_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Outdoor augmented reality applications project information of interest onto views of the world in real-time. Their core challenge is recognizing the meaningful objects present in the current view and retrieving and overlaying pertinent information onto such objects. In this paper we report on the development of a framework for mobile outdoor augmented reality application, applied to the overlay of peak information onto views of mountain landscapes. The resulting app operates by estimating the virtual panorama visible from the viewpoint of the user, using an online Digital Terrain Model (DEM), and by matching such panorama to the actual image framed by the camera. When a good match is found, meta-data from the DEM (e.g., peak name, altitude, distance) are projected in real time onto the view. The application, besides providing a nice experience to the user, can be employed to crowdsource the collection of annotated mountain images for environmental applications.
引用
收藏
页码:281 / 301
页数:21
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