3d City Modeling from High-resolution Satellite Images
نویسندگان
چکیده
High-resolution satellite images having a footprint smaller than 5 m are becoming increasingly available. A large number of the high resolution satellite sensors acquire imagery in a pushbroom mode with CCD linear array technology. The need for accurate 3D object reconstruction requires a sophisticated camera model, being able to deal with such sensor geometry. The software package SAT-PP (Satellite Image Precision Processing), a full suite for the precision processing of linear array satellite sensors, has been recently developed at the Institute of Geodesy and Photogrammetry, ETH Zurich. The software can accommodate images from IKONOS, QuickBird, SPOT-5 HRS/HRG and will include sensors of similar type in the future. High-resolution satellite images capture very detailed information of the terrain. In particular, images such as IKONOS and Quickbird are at the resolution close to that of small-scale aerial photographs. Important applications could be the updating of urban/suburban databases, such as road network, building reconstruction, 3D city modeling and other GIS related applications. For these purposes, the SAT-PP software includes a module which can be used for feature collection. The functions include monoplotting with existing or automatically derived DTMs / DSMs, monoscopic measurement from stereo pairs or multiple images in semi-automatic mode and stereoscopic collection of objects in manual mode. Moreover, in combination with the software package CyberCity Modeler, 3D city models can be generated. The potential of SAT-PP and CyberCity Modeler to extract DSMs and buildings, and to produce 3D city models has been tested with IKONOS and Quickbird stereo images. In this paper the software packages are briefly described and the results achieved are reported and discussed.
منابع مشابه
Object-Oriented Method for Automatic Extraction of Road from High Resolution Satellite Images
As the information carried in a high spatial resolution image is not represented by single pixels but by meaningful image objects, which include the association of multiple pixels and their mutual relations, the object based method has become one of the most commonly used strategies for the processing of high resolution imagery. This processing comprises two fundamental and critical steps towar...
متن کامل3D modeling of large urban areas with stereo VHR satellite imagery: lessons learned
This paper discusses the potentials of very high-resolution (VHR) stereo imagery for automatic generation of digital surface models (DSM) and 3D information extraction on large metropolitan cities. Stereo images acquired by GeoEye-1 on Dakar (Senegal) and Guatemala City (Guatemala) and by WorldView-2 on Panama City (Panama), Constitucion (Chile), Kabul (Afghanistan), Teheran (Iran), Kathmandu (...
متن کاملEvaluation of Worldview-1 Stereo Scenes and Related 3d Products
This paper describes the first investigations carried out at ETH Zurich on the very-high resolution optical satellite sensor WorldView-1. The dataset includes a stereopair acquired in 2007 over Morrison, Colorado, USA. The pair consists of a quasi-nadir scene with mean GSD close to 51cm and an off-nadir scene, with GSD up to 73cm. We show our first results of exploiting Digital Surface Modeling...
متن کاملImproved 3d City Modeling with Cybercity-modeler (cc-modelertm) Using Aerial-, Satellite Imagery and Laserscanner Data
Semi-automated object extraction has been established as a standard procedure for the efficient generation of 3D city models. Apart from aerial imagery, satellite imagery and laserscanner data turned out to be an additional source to create virtual city models. CyberCity-Modeler (CC-ModelerTM) as a tool for the generation and optimisation of 3D city and plant models has been used in a range of ...
متن کاملPerformance Assessment of Fully Automatic Three-dimensional City Model Reconstruction Methods
Three-dimensional urban region representations can be used for detailed urban monitoring, change and damage detection purposes. In order to obtain three-dimensional representation, one of the easiest and cheapest way is to use Digital Surface Models (DSMs) which are generated from very high resolution stereo satellite images using stereovision techniques. Unfortunately after applying the DSM ge...
متن کامل