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The results show that the majority of buildings can be detected automatically and that change detection provides useful information on new, demolished, and changed buildings.
a) A digital surface model created from laser scanner data and old building vectors, b) results of automatic building detection, c) results of automatic change detection.
Rules can also be developed automatically, for example, by applying the classification tree method.
Segmentation of a Landsat TM satellite image into homogeneous regions (Figure from the report: Matikainen, L., Yu, X., Kuittinen, R. Updating topographic maps by using multisource data and knowledge-based interpretation. Snow cover percentages of drainage areas on 20 April 1999 estimated from a NOAA AVHRR satellite image. (Figure from the report: Matikainen, L., Grandell, J., Kuittinen, R. Snowmelt monitoring using multisource satellite image and ground measurement data.
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Reports of the Finnish Geodetic Institute, (99:8), 46 p.). Estimating drainage area-based snow-cover percentages from NOAA AVHRR images.
Further information on the method: Matikainen, L., Kuittinen, R.
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