Abstract
Glare poses a major threat in the implementation of Advanced Driver Assistance Systems. The video or image captured by vehicle bound camera can be affected by sun glare at daytime or any artificial light during night hindering the visibility and causing problems for object detection by ADAS. The paper proposes an algorithm that effectively and precisely detects the glare affected regions in video by the method of finding and drawing contours. The simulations are performed in Visual studio platform and the results show that the glare boundaries are detected accurately and detection speed of proposed method is 3 times faster than existing method of Circle Hough Transform.
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References
Brookhuis, K.A., De Waard, D., Janssen, W.H.: Behavioural impacts of advanced driver assistance systems–an overview. EJTIR 1(3), 245–253 (2001)
Staubach, M.: Factors correlated with traffic accidents as a basis for evaluating advanced driver assistance systems. Accid. Anal. Prev. 41(1025–1033), Elsevier, (2009)
Maag, C., Mühlbacher, D., Mark, C., Kruger, H.-P.: Studying effects of Advanced Driver Assistance Systems (ADAS) on individual and group level using multi-driver simulation. IEEE Intell. Trans. Syst. Mag. (2012)
Shehata, M.S., Cai, J., Badawy, W.M., Burr, T.W., Pervez, M.S., Johannesson, R.J., Radmanesh, A.: Video-based automatic incident detection for smart roads: the outdoor environmental challenges regarding false alarms. IEEE Trans. Intell. Trans. Syst. (2008)
Menon, K.A.U., Ananyase, A.D., Pradeep, P.: Consensual and co-ordinated vehicular headlight attenuation using wireless sensor networks. In: Computing, Communication and Networking Technologies (ICCCNT), International Conference 2014, Hefei, China (2014)
Devassy, A., Gopinath, N., Narayanan, V., Ramachandran, A.: Coordinated, progressive vehicular headlight glare reduction for driver safety using wireless sensor networks. In: International Conference on Connected Vehicles and Expo (ICCVE) (2014)
Feris, R., Raskar, R., Tan, K.-H., Turk, M.: Specular reflection reduction with multi-flash imaging. In: Proceedings of Computer Graphics and Image Processing, 17th Brazilian Symposium (2004)
Pharadornpanitchakul, S., Duangchit, A., Chaisricharoen, R.: Enhanced danger detection of headlight through vision estimation and vector magnitude information and communication technology. In: 4th Joint International Conference on Electronic and Electrical Engineering (JICTEE), (2014)
Guo, J.J., Shen, D.F., Lin, G.S., Huang, J.C., Liu, K.C., Lie, W.N.: A specular reflection suppression method for endoscopic images. In: IEEE Second International Conference on Multimedia Big Data (BigMM), (2016)
Karapetyan, G., Sarukhanyan, H.: Automatic detection and concealment of specular reflections for endoscopic images. In: Ninth International Conference on Computer Science and Information Technologies (2013)
Cai1, J., Shehata, M., Badawy, W., Pervez, M.: An algorithm to compensate for road illumination changes for AID systems. In: Proceedings of the 2007 IEEE Intelligent Transportation Systems Conference Seat.tle, WA, USA, Sept. 30–Oct. 3, 2007
Andalibi, M., Chandler, D.M.: Automatic glare detection via photometric, geometric, and global positioning information. Soc. Imaging Sci. Technol. Feb. (2017)
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Madan, N., Geetha, K.S. (2018). Development of Glare Recognition for Advanced Driver Assistance System. In: Hemanth, D., Smys, S. (eds) Computational Vision and Bio Inspired Computing . Lecture Notes in Computational Vision and Biomechanics, vol 28. Springer, Cham. https://doi.org/10.1007/978-3-319-71767-8_75
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DOI: https://doi.org/10.1007/978-3-319-71767-8_75
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