N. Ebi et al., AN IMAGE-ANALYSIS SYSTEM FOR AUTOMATIC DATA-ACQUISITION FROM COLORED SCANNED MAPS, Machine vision and applications, 7(3), 1994, pp. 148-164
Many maps [an important source of information for efficient spatial da
ta evaluation using a Geographic Information System (GIS)] must still
be digitized manually, a time-consuming and error-prone process. There
fore, we developed the processing of maps (PROMAP) system, which incor
porates adequate image analysis. The system can generate a symbolic de
scription of the map that can be imported into a GIS. A color scanner
generates a multicolor raster image of the map. This image is split in
to layers of predefined map colors. Each layer is vectorized and metho
ds like neural network-based symbol and object recognition for the ext
raction of attributed structure primitives and knowledge-directed imag
e interpretation are applied. The map scene is structured hierarchical
ly. The interface to the GIS is represented by the map objects at the
upper levels of hierarchy. These investigations described are part of
the interdisciplinary project Environmental Planning System. The scope
of this project is the combination of data acquisition, the developme
nt of an evaluation scheme, and GIS in an integrated concept.