Road Vehicle Classification Based on Extreme Learning Machine
Yan-shuang Hao, Yixin Yin, Jinhui Lan · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2013
Road vehicle classification plays an important role in traffic surveillance, traffic security, and transportation management systems.This paper proposes a novel vehicle classification algorithm based on extreme learning machine.Invariant moments and horizontal edge features are extracted to classify vehicles into sedan, bus and van truck.Experimental results show that the proposed method can satisfactorily achieve vehicle classification at very fast training speed.