ELM-Based Indonesia Vehicle License Plate Recognition System

In this paper, a widely developed learning machine algorithm called Extreme Learning Machine (ELM) is used to recognize Indonesia vehicle license plates. The includes grayscale, binary, erosion, dilation and convolution processes, as well the process of smearing, location determination character segmentation before ELM applied. one crucial rarely performed technique for extraction plates, namely Smearing Algorithms. experimental results, compared with template matching method. obtained outcome average accuracy both methods has same value 70.3175%.