Building models of regular scenes from structure-and-motion

This paper describes a method for generating a model-based reconstruction of a scene from image data. The method uses the camera models and point cloud typically generated by a structure-and-motion process as a starting point for developing a higher level model of the scene. The method relies on the...

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Détails bibliographiques
Auteurs principaux: van den Hengel, A, Dick, A, Thormählen, T, Torr, PHS, Ward, B
Format: Conference item
Langue:English
Publié: BMVA Press 2006
Description
Résumé:This paper describes a method for generating a model-based reconstruction of a scene from image data. The method uses the camera models and point cloud typically generated by a structure-and-motion process as a starting point for developing a higher level model of the scene. The method relies on the user to provide a minimal amount of structural seeding information from which more complex geometry is extrapolated. The regularity typically present in man-made environments is used to minimise the interaction required, but also to improve the accuracy of fit. We demonstrate model based reconstructions obtained using this method.