A vision based method to automate map processing
Pattern Recognition
Computational geometry: algorithms and applications
Computational geometry: algorithms and applications
Combinatorial and experimental results for randomized point matching algorithms
Selected papers from the 12th annual symposium on Computational Geometry
Microsoft TerraServer: a spatial data warehouse
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Proceedings of the 9th ACM international symposium on Advances in geographic information systems
Text/Graphics Separation in Maps
GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
Pattern Matching for Spatial Point Sets
FOCS '98 Proceedings of the 39th Annual Symposium on Foundations of Computer Science
Automatically and accurately conflating orthoimagery and street maps
Proceedings of the 12th annual ACM international workshop on Geographic information systems
Automatic extraction of road intersections from raster maps
Proceedings of the 13th annual ACM international workshop on Geographic information systems
Automatically and accurately conflating road vector data, street maps and orthoimagery
Automatically and accurately conflating road vector data, street maps and orthoimagery
Automatically Conflating Road Vector Data with Orthoimagery
Geoinformatica
Identifying Maps on the World Wide Web
GIScience '08 Proceedings of the 5th international conference on Geographic Information Science
Automatic extraction of road intersection position, connectivity, and orientations from raster maps
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
The software EBox: integrated information for situational awareness
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Strabo: a system for extracting road vector data from raster maps
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Extracting road vector data from raster maps
GREC'09 Proceedings of the 8th international conference on Graphics recognition: achievements, challenges, and evolution
Exploiting semantics of web services for geospatial data fusion
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial Semantics and Ontologies
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Recent growth of geospatial information online has made it possible to access various maps and orthoimagery. Conflating these maps and imagery can create images that combine the visual appeal of imagery with the attribution information from maps. The existing systems require human intervention to conflate maps with imagery. We present a novel approach that utilizes vector datasets as "glue" to automatically conflate street maps with imagery. First, our approach extracts road intersections from imagery and maps as control points. Then, it aligns the two point sets by computing the matched point pattern. Finally, it aligns maps with imagery based on the matched pattern. The experiments show that our approach can conflate various maps with imagery, such that in our experiments on TIGER-maps covering part of St. Louis county, MO, 85.2% of the conflated map roads are within 10.8 m from the actual roads compared to 51.7% for the original and georeferenced TIGER-map roads.