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Image Classification Based on Extreme Learning Machine

Journal: IEIT Journal of Adaptive & Dynamic Computing (Vol.2012, No. 1)

Publication Date:

Authors : ;

Page : 5-11

Keywords : Machine Learning; Pattern Recognition; Image classification; Extreme Learning Machine;

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Extreme learning machine (ELM) is one of the most popular and important learning algorithms. It comes from single-hidden layer feedforward neural networks. It has been proved that ELM can achieve better performance than support vector machine (SVM) in regression and classification. In this paper, Extreme learning machine (ELM) is used to image classification. The experiment result shows that classification of image can be very effective.

Last modified: 2013-01-14 15:37:39