Context-based urban terrain reconstruction from uav-videos for geoinformation applications

作者: D. Bulatov , P. Solbrig , H. Gross , P. Wernerus , E. Repasi

DOI: 10.5194/ISPRSARCHIVES-XXXVIII-1-C22-75-2011

关键词: Tree (data structure)Orientation (computer vision)Urban planningTerrain renderingArtificial intelligenceGeographic information systemComputer visionPhotogrammetryOrthophotoGeographyDigital elevation model

摘要: Urban terrain reconstruction has many applications in areas of civil engineering, urban planning, surveillance and defense research. Therefore the needs covering ad-hoc demand performing a close-range with miniaturized relatively inexpensive sensor platforms are constantly growing. Using (miniaturized) unmanned aerial vehicles, (M)UAVs, represents one most attractive alternatives to conventional large-scale imagery. We cover this paper four-step procedure obtaining georeferenced 3D models from video sequences. The four steps – orientation, dense reconstruction, modeling geo-referencing robust, straight-forward, nearly fully-automatic. two last namely, almost-nadir videos co-registration 6ndash; represent main contribution work will therefore be covered more detail. essential substeps third step include digital model (DTM) extraction, segregation buildings vegetation, as well instantiation building tree models. is subdivided into quasi- intrasensorial registration Euclidean reconstructions intersensorial geo-referenced orthophoto. Finally, we present results real data-set outline ideas for future work.

参考文章(20)
Dimitri Bulatov, TOWARDS EUCLIDEAN RECONSTRUCTION FROM VIDEO SEQUENCES international conference on computer vision theory and applications. pp. 476- 483 ,(2008)
P. Prusinkiewicz, James Hanan, Lindenmayer Systems, Fractals, and Plants ,(1989)
George Vosselman, Sander Dijkman, 3D BUILDING MODEL RECONSTRUCTION FROM POINT CLOUDS AND GROUND PLANS ISPRS Workshop: land surface mapping and characterization using laser altimetry. pp. 37- 43 ,(2001)
J. Meidow, P. Solbrig, P. Wernerus, D. Bulatov, U. Thonnessen, Online annotation of airborne surveillance and reconnaissance videos international conference on information fusion. pp. 1- 8 ,(2008)
Jarek Rossignac, Paul Borrel, Multi-resolution 3D approximations for rendering complex scenes Modeling in Computer Graphics. pp. 455- 465 ,(1993) , 10.1007/978-3-642-78114-8_29
Herbert Bay, Tinne Tuytelaars, Luc Van Gool, SURF: speeded up robust features european conference on computer vision. ,vol. 1, pp. 404- 417 ,(2006) , 10.1007/11744023_32
David Nister, Automatic Dense Reconstruction from Uncalibrated Video Sequences Numerisk analys och datalogi. ,(2001)
Richard Hartley, Andrew Zisserman, Multiple view geometry in computer vision ,(2000)
Dimitri Bulatov, Peter Wernerus, Christian Heipke, Multi-view dense matching supported by triangular meshes ISPRS Journal of Photogrammetry and Remote Sensing. ,vol. 66, pp. 907- 918 ,(2011) , 10.1016/J.ISPRSJPRS.2011.06.006
André Fischer, Thomas H. Kolbe, Felicitas Lang, Armin B. Cremers, Wolfgang Förstner, Lutz Plümer, Volker Steinhage, Extracting Buildings from Aerial Images Using Hierarchical Aggregation in 2D and 3D Computer Vision and Image Understanding. ,vol. 72, pp. 185- 203 ,(1998) , 10.1006/CVIU.1998.0721