Performance evaluation of support vector machine and convolutional neural network algorithms in real-time vehicle type and color classification

Author:

Şentaş Ali,Tashiev İsabek,Küçükayvaz Fatmanur,Kul SedaORCID,Eken Süleyman,Sayar Ahmet,Becerikli Yaşar

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Vision and Pattern Recognition,Mathematics (miscellaneous)

Reference43 articles.

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2. Bas E, Tekalp AM, Salman S (2007) Automatic vehicle counting from video for traffic flow analysis. In: Proceedings of IEEE intelligent vehicles symposium. IEEE Pres, Istanbul, pp. 392–397

3. Al-Sobkya AA, Mousa RM (2016) Traffic density determination and its applications using smartphone. Alex Eng J 55(1):513–523

4. Pelegri J, Alberola J, Llario V (2002) Vehicle detection and car speed monitoring system using GMR magnetic sensors. In: Proceedings of IEEE annual conference in the industrial electronics society, IEEE, Sevilla, pp. 1693–1695

5. Ryusuke K, Shigeyuki K, Tomoyuki N, Takashi A, Makoto A, Hisao O (2006) A punctilious detection method for measuring vehicles’ speeds. In: Proceedings of the international symposium on intelligent signal processing and communication system, IEEE, Tottori, pp. 967–970

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