Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images

Semantic analysis of cartographic images is interpreted as a separate representation of cartographic patterns (alphanumeric, punctual, linear, and area). We present an approach to map interpretation exploring the idea of synthesis of invariant graphic images at low level processing (vectorization and segmentation). This means that we ran "vectorization-recognition" and "segmentation-interpretation" systems simultaneously. Although these systems can generate some errors in interpretation, they are much more useful for the following understanding algorithms because its output is nearly recognized objects of interest.

[1]  Scott E. Umbaugh,et al.  Computer Vision and Image Processing: A Practical Approach Using Cviptools with Cdrom , 1997 .

[2]  S. Yau Mathematics and its applications , 2002 .

[3]  Scott E. Umbaugh,et al.  Computer Vision and Image Processing: A Practical Approach Using CVIPTools , 1997 .

[4]  Serguei Levachkine,et al.  Image systems as an optimization problem , 2000 .

[5]  David S. Doermann An Introduction to Vectorization and Segmentation , 1997, GREC.

[6]  Uday B. Desai,et al.  Joint segmentation and image interpretation , 1999, Pattern Recognit..

[7]  V. V. Alexandrov,et al.  Image Representation and Processing: A Recursive Approach , 1993 .

[8]  J. Kender Saturation, Heu, And Normalized Color: Calculation, Digitization Effects, and Use. , 1976 .

[9]  Karl Tombre,et al.  Graphics Recognition Algorithms and Systems , 1997, Lecture Notes in Computer Science.

[10]  Jing Li Wang,et al.  Color image segmentation: advances and prospects , 2001, Pattern Recognit..

[11]  J. M. Cohen,et al.  Mexico City : México , 1965 .

[12]  Yi Lu,et al.  Color image segmentation - an innovative approach , 2002, Pattern Recognit..

[13]  Dov Dori,et al.  Genericity in Graphics Recognition Algorithms , 1997, GREC.

[14]  Heng-Da Cheng,et al.  Color image segmentation based on homogram thresholding and region merging , 2002, Pattern Recognit..

[15]  A. Velazquez,et al.  Color image segmentation using false colors and its applications to geo-images treatment: alphanumeric character recognition , 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

[16]  N. Otsu A threshold selection method from gray level histograms , 1979 .