Abstract
With the emergence of Geographical Information Systems (GIS), map acquisition and recognition have become hotly pursued topics, both by the industry and the academia. The paper presents a novel methodology for the extraction and recognition of symbol features from topographic maps. The method proceeds by separating the map into its constituent layers and then attempting to recognize the features in different layers on the basis of symbol-specific geometrical and morphological attributes. Text strings have also been separated. The output is obtained in the form of an ‘e-map’ that is vectorized and hence is suitable for GIS. To demonstrate the usefulness of the proposed system a simple database along with a query processing facility is constructed integrating the information obtained from the e-map and ‘some’ user inputs. The methodology has been observed to perform quite satisfactorily.
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Chanda, B., Dutta Majumdar, D.: Digital Image Processing and Analysis. Prentice Hall, New Delhi (2000)
Gonzalez, R.C., Woods, R.E.: Digital Image Processing, 3rd edn. Addison-Wesley, Reading, MA (1999)
Rosenfeld, A., Kak, A.C.: Digital Picture Processing, 2nd edn., vol. 2. Academic Press, New York (1982)
Starr, L.E.: Computer-assisted cartography research and development report. International Cartographic Association (1984)
Ejiri, M., Kakumoto, S., Miyatake, T., Shimada, S., Ichikawa, T.: Automatic recognition of design drawings and maps. In: Proceedings of the Seventh International Conference on Pattern Recognition, pp. 1296–1305 (1984)
Kasturi, R., Alemany, J.: Information extraction from images of paper-based maps. IEEE Trans. Softw. Eng. 14(5), 671–675 (1988)
Yamada, H., Yamamoto, K., Hosokawa, K.: Directional mathematical morphology and reformalized hough transformation for analysis of topographic maps. IEEE Trans. Pattern Anal. Mach. Intell. 15(4), 380–387 (1993)
Samet, H., Soffer, A.: A legend-driven geographic symbol recognition system. In: Proceedings of the Twelfth International Conference on Pattern Recognition, vol. 2, pp. 350–355, (1994)
Samet, H., Soffer, A.: MAGELLAN: map acquisition of geographical labels by legend analysis. Int. J. Doc. Anal. Recognit. 1(2), 89–101 (1998)
Samet, H., Soffer, A.: MARCO: map retrieval by content. IEEE Trans. Pattern Anal. Mach. Intell. 18(8), 783–798 (1996)
Lauterbach, B., Anheier, W.: Segmentation of scanned maps into uniform colour spaces. In: IAPR Workshop on Machine Vision Applications, pp. 322–325 (1994)
Ebi, N., Lauterbach, B., Anheier, W.: An image analysis system for automatic data acquisition from coloured scanned maps. Mach. Vis. Appl. 7(3), 148–164 (1994)
Fletcher, L.A., Kasturi, R.: A robust algorithm for text string separation from mixed text/graphics images. IEEE Trans. Pattern Anal. Mach. Intell. 10(6), 910–918 (1988)
Gao, J., Tang, L., Liu, W., Tang, Z.: Segmentation and recognition of dimension texts in engineering drawings. In: Proc. 3rd Int. Conf. on Document Analysis and Recognition, vol. 1, pp. 528–531 (1995)
Deseilligny, M.P., Men, H.L., Stamon, G.: Characters string recognition on maps: A method for high level reconstruction. In: Proc. 3rd Int. Conf. on Document Analysis and Recognition, vol. 1, pp. 249–252 (1995)
OpenGIS Consortium: The OpenGIS Abstract Specification (1996), www.opengis.org/techno/abstract.html
Man, V.D., Gerland, P.: Software development and recent technological innovations for geographical and statistical applications for population activities—the UN statistics division experience. 1st Int. Conf. on Health Geographics (1998), http://sauvy.ined.fr/seminaires/demodynamiques/98-99/gerland-text/jhupaper.html
Koundinya, K.N.V.L.N., Chanda, B.: Detecting lines in graylevel images using search techniques. Signal Process. 37, 287–299 (1994)
Koundinya, K.N.V.L.N., Chanda, B.: Line detection using search techniques and list processing. Int. J. Syst. Sci. 26, 1053–1077 (1995)
Agam, G., Dinstein, I.: Adaptive directional morphology with applications to document analysis. In: Maragos, P., Schafer, R.W., Butt, M.A. (eds.), Mathematical Morphology and its Applications to Image and Signal Processing, pp. 401–410. Kluwer, Boston (1996)
Mukherjee, D.P.: Fundamentals of Computer Graphics and Multimedia. Prentice Hall, New Delhi (1999)
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Dhar, D.B., Chanda, B. Extraction and recognition of geographical features from paper maps. IJDAR 8, 232–245 (2006). https://doi.org/10.1007/s10032-005-0010-9
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DOI: https://doi.org/10.1007/s10032-005-0010-9