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== Abstract == | == Abstract == | ||
− | Traffic sign recognition is important for the development of driver assistance systems and fully autonomous vehicles. Even though GPS navigator systems works well for most of the time, there will always be situations when they fail. In these cases, robust vision based systems are required. Traffic signs are designed to have distinct colored fields separated by sharp boundaries. We propose to use locally segmented contours combined with an implicit star-shaped object model as prototypes for the different sign classes. The contours are described by Fourier descriptors. Matching of a query image to the sign prototype database is done by exhaustive search. This is done efficiently by using the correlation based matching scheme for Fourier descriptors and a fast cascaded matching scheme for enforcing the spatial requirements. We demonstrated on a publicly available database state of the art performance. <p>Original Publication: Fredrik Larsson and Michael Felsberg, Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition, SCIA konferens, 23-27 May 2011, Ystad Sweden, 2011, Lecture Notes in Computer Science, Image Analysis, 238-249. http://dx.doi.org/10.1007/978-3-642-21227-7_23 Copyright: Springer | + | Traffic sign recognition is important for the development of driver assistance systems and fully autonomous vehicles. Even though GPS navigator systems works well for most of the time, there will always be situations when they fail. In these cases, robust vision based systems are required. Traffic signs are designed to have distinct colored fields separated by sharp boundaries. We propose to use locally segmented contours combined with an implicit star-shaped object model as prototypes for the different sign classes. The contours are described by Fourier descriptors. Matching of a query image to the sign prototype database is done by exhaustive search. This is done efficiently by using the correlation based matching scheme for Fourier descriptors and a fast cascaded matching scheme for enforcing the spatial requirements. We demonstrated on a publicly available database state of the art performance. <p>Original Publication: Fredrik Larsson and Michael Felsberg, Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition, SCIA konferens, 23-27 May 2011, Ystad Sweden, 2011, Lecture Notes in Computer Science, Image Analysis, 238-249. http://dx.doi.org/10.1007/978-3-642-21227-7_23 Copyright: Springer |
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* [https://link.springer.com/content/pdf/10.1007%2F978-3-642-21227-7_23.pdf https://link.springer.com/content/pdf/10.1007%2F978-3-642-21227-7_23.pdf] | * [https://link.springer.com/content/pdf/10.1007%2F978-3-642-21227-7_23.pdf https://link.springer.com/content/pdf/10.1007%2F978-3-642-21227-7_23.pdf] | ||
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+ | * [http://link.springer.com/content/pdf/10.1007/978-3-642-21227-7_23 http://link.springer.com/content/pdf/10.1007/978-3-642-21227-7_23], | ||
+ | : [http://dx.doi.org/10.1007/978-3-642-21227-7_23 http://dx.doi.org/10.1007/978-3-642-21227-7_23] under the license http://www.springer.com/tdm | ||
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+ | * [https://link.springer.com/chapter/10.1007%2F978-3-642-21227-7_23 https://link.springer.com/chapter/10.1007%2F978-3-642-21227-7_23], | ||
+ | : [https://link.springer.com/content/pdf/10.1007%2F978-3-642-21227-7_23.pdf https://link.springer.com/content/pdf/10.1007%2F978-3-642-21227-7_23.pdf], | ||
+ | : [http://liu.diva-portal.org/smash/get/diva2:428290/FULLTEXT01.pdf http://liu.diva-portal.org/smash/get/diva2:428290/FULLTEXT01.pdf], | ||
+ | : [http://www.diva-portal.org/smash/record.jsf?pid=diva2:428290 http://www.diva-portal.org/smash/record.jsf?pid=diva2:428290], | ||
+ | : [https://dblp.uni-trier.de/db/conf/scia/scia2011.html#LarssonF11 https://dblp.uni-trier.de/db/conf/scia/scia2011.html#LarssonF11], | ||
+ | : [https://dl.acm.org/citation.cfm?id=2009620 https://dl.acm.org/citation.cfm?id=2009620], | ||
+ | : [https://www.scipedia.com/public/Larsson_Felsberg_2011a https://www.scipedia.com/public/Larsson_Felsberg_2011a], | ||
+ | : [http://hh.diva-portal.org/smash/get/diva2:428290/FULLTEXT01 http://hh.diva-portal.org/smash/get/diva2:428290/FULLTEXT01], | ||
+ | : [https://core.ac.uk/display/148459434 https://core.ac.uk/display/148459434], | ||
+ | : [https://academic.microsoft.com/#/detail/1566134554 https://academic.microsoft.com/#/detail/1566134554] |
Original Publication: Fredrik Larsson and Michael Felsberg, Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition, SCIA konferens, 23-27 May 2011, Ystad Sweden, 2011, Lecture Notes in Computer Science, Image Analysis, 238-249. http://dx.doi.org/10.1007/978-3-642-21227-7_23 Copyright: Springer
The different versions of the original document can be found in:
Published on 01/01/2011
Volume 2011, 2011
DOI: 10.1007/978-3-642-21227-7_23
Licence: CC BY-NC-SA license
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