Traffic Sign Recognition    
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KUL Belgium Traffic Sign dataset: BelgiumTS dataset(~50GBytes)
BelgiumTS for Classification: BelgiumTSC_Training (171.3MBytes) BelgiumTSC_Testing (76.5MBytes)
BelgiumTS for Detection: BelgiumTSD_annotations (485.6kBytes) BelgiumTS dataset (contains the images)

[1] Radu Timofte*, Markus Mathias*, Rodrigo Benenson, and Luc Van Gool, Traffic Sign Recognition - How far are we from the solution?, International Joint Conference on Neural Networks (IJCNN 2013), August 2013, Dallas, USA. (* equal contributions) [pdf][bib]

[2] Radu Timofte, Karel Zimmermann, and Luc Van Gool, Multi-view traffic sign detection, recognition, and 3D localisation, Journal of Machine Vision and Applications (MVA 2011), DOI 10.1007/s00138-011-0391-3, December 2011, Springer-Verlag. [pdf][bib]
[3] Radu Timofte, Karel Zimmermann, and Luc Van Gool, Multi-view traffic sign detection, recognition, and 3D localisation, IEEE Workshop on Applications of Computer Vision, WACV 2009. [pdf][bib]
Radu.Timofte at vision.ee.ethz.ch, Karel.Zimmermann at esat.kuleuven.be, Luc.VanGool at esat.kuleuven.be
Candidate extraction Driver support Multiview mapping

Presented material is a result of the research from the Flemish project URBAN conducted at Visics. The authors acknowledge to GeoAutomation for providing the data.


[4] Radu Timofte, Victor Adrian Prisacariu, Luc Van Gool, and Ian Reid, Combining Traffic Sign Detection with 3D Tracking Towards Better Driver Assistance. Emerging Topics in Computer Vision and its Applications (editor: C.H. Chen). World Scientific Publishing. September 2011. [pdf][bib]
[5] Victor Adrian Prisacariu, Radu Timofte, Karel Zimmermann, Ian Reid, and Luc Van Gool, Integrating object detection with 3D tracking towards a better driver assistance system, IAPR International Conference on Pattern Recognition, ICPR 2010. [pdf][bib].
Radu.Timofte at vision.ee.ethz.ch, Victor at robots.ox.ac.uk, Karel.Zimmermann at esat.kuleuven.be, Ian at robots.ox.ac.uk, Luc.VanGool at esat.kuleuven.be

Video 90.5 MBytes Video 36.3 MBytes Youtube

Presented material is the result of the work supported by the Flemish project URBAN conducted at Visics and by EPSRC through a DTA grant at Active Vision Group. The authors acknowledge to GeoAutomation for providing the data.