Scale-space events and their link to abstraction for road extraction

H Mayer, C Steger - ISPRS Journal of Photogrammetry and Remote …, 1998 - Elsevier
ISPRS Journal of Photogrammetry and Remote Sensing, 1998Elsevier
Abstraction, which is defined here as the increase of the degree of simplification and
emphasis, is of major importance for object extraction. In this paper it is shown theoretically
as well as empirically, how so-called scale-space events for lines define multiple abstraction
levels for roads in images. The investigations are based on different scale-spaces as well as
on a sophisticated model for line extraction for which the scales where events occur can be
determined analytically. As one result of the investigations, a model is derived which is used …
Abstraction, which is defined here as the increase of the degree of simplification and emphasis, is of major importance for object extraction. In this paper it is shown theoretically as well as empirically, how so-called scale-space events for lines define multiple abstraction levels for roads in images. The investigations are based on different scale-spaces as well as on a sophisticated model for line extraction for which the scales where events occur can be determined analytically. As one result of the investigations, a model is derived which is used in a multi-scale, multi-abstraction level road extraction system.
Elsevier
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