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Improved Signal To Noise Ratio And Computational Speed For Gradient-Based Detection Algorithms

Barnes, Nick

Description

Image gradient-based feature detectors offer great advantages over their standard edge-only equivalents. In driver support systems research, the radial symmetry detection algorithm has given real-time results for speed sign recognition. The regular polygon detector is a scan line algorithm for these features facilitating recognition of other road signs such as stop and give way signs. Radial symmetry has also been applied to real-time face detection, and the polygon detector is showing...[Show more]

CollectionsANU Research Publications
Date published: 2005
Type: Conference paper
URI: http://hdl.handle.net/1885/80277
Source: Proceedings of the 2005 IEEE International Conference on Robotics and Automation
DOI: 10.1109/ROBOT.2005.1570839

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