BelgiumTS for Classification (cropped images): | BelgiumTSC_Training (171.3MBytes) | BelgiumTSC_Testing (76.5MBytes) |
[!!!] | If you use the material from this dataset, please cite one of the following publications, accordingly: |
[6] | 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] |
-> | (BTSD and BTSC dataset splits for 2D TSR) |
[5] | 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] |
-> | (introduces BelgiumTS dataset, BTSC and BTSD are using the BTS material and splits) |
[4] | Radu Timofte and Luc Van Gool, Sparse Representation Based Projections. In British Machine Vision Conference (BMVC 2011), 2011, UK. [pdf] [bib] |
-> | (introduces the BTSC part for classification, using the BTS material and splits) |
[3] | Radu Timofte, Victor Adrian Prisacariu, Luc J. 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] |
-> | (uses the BTSC part for classification, and BTS for detection and tracking) |
[2] | Victor Adrian Prisacariu, Radu Timofte, Karel Zimmermann, Ian Reid, 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]. |
-> | (uses the BTS for detection, classification, and tracking) |
[1] | Radu Timofte, Karel Zimmermann, Luc van Gool, Multi-view traffic sign detection, recognition, and 3D localisation, IEEE Workshop on Applications of Computer Vision, WACV 2009. [pdf][bib] |
-> | (uses the BTS for detection, classification, and 3D mapping of traffic signs) |