Now Matthew Brown and David Lowe, computer scientists at the University of British Columbia in Canada, have developed a much smarter system. It exploits a mathematical proof that certain geometric relationships between features in a scene are always the same, regardless of the perspective from which they are seen. The new software, which is to be presented at a conference in Nice this week, scans a picture for features such as the corners of a house and calculates the geometrical relationship between them. It then scans other photos taken from the same vantage point for the same relationship.
If it finds a match, the software applies the appropriate mathematical correction to re-orient and re-align the picture. The images are then stitched together and any other differences such as changes in lighting smoothed out. The next step is to create pictures from photographs taken from different vantage points, Brown says. "Once you've got a camera moving around, you're no longer creating panoramas, but 3D models of the world."
Written by Sandrine Ceurstemont New Scientist issue: 18th October 2003
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