Satti, Satish Kumar, and K. Suganya Devi. "Indian Cautionary Traffic Sign data-set." IEEE Dataport (2020).

Cautionary traffic signs are of immense significance to traffic safety. In this study,  a robust and optimal real-time approach to recognize the Indian Cautionary Traffic Signs(ICTS) is proposed. ICTS are all triangles with a white backdrop, a red border, and a black pattern. A dataset of 34,000 real-time images has been acquired under various environmental conditions and categorized into 40 distinct classes. Pre-processing techniques are used to transform RGB images to Gray-scale images and enhance contrast in images for superior performance.

DOI Link: 
10.21227/yy4h-rc98
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[1] Satish Kumar Satti, Suganya devi K, "Indian Cautionary Traffic Sign (ICTS) data-set ", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/yy4h-rc98. Accessed: Feb. 05, 2025.
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url = {http://dx.doi.org/10.21227/yy4h-rc98},
author = {Satish Kumar Satti; Suganya devi K },
publisher = {IEEE Dataport},
title = {Indian Cautionary Traffic Sign (ICTS) data-set },
year = {2020} }
TY - DATA
T1 - Indian Cautionary Traffic Sign (ICTS) data-set
AU - Satish Kumar Satti; Suganya devi K
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Satish Kumar Satti, Suganya devi K. (2020). Indian Cautionary Traffic Sign (ICTS) data-set . IEEE Dataport. http://dx.doi.org/10.21227/yy4h-rc98
Satish Kumar Satti, Suganya devi K, 2020. Indian Cautionary Traffic Sign (ICTS) data-set . Available at: http://dx.doi.org/10.21227/yy4h-rc98.
Satish Kumar Satti, Suganya devi K. (2020). "Indian Cautionary Traffic Sign (ICTS) data-set ." Web.
1. Satish Kumar Satti, Suganya devi K. Indian Cautionary Traffic Sign (ICTS) data-set [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/yy4h-rc98
Satish Kumar Satti, Suganya devi K. "Indian Cautionary Traffic Sign (ICTS) data-set ." doi: 10.21227/yy4h-rc98