Title :
An algorithm based on SVM ensembles for motorcycle recognition
Author :
Wen, Xuezhi ; Yuan, Huai ; Song, Chunyan ; Liu, Wei ; Zhao, Hong
Author_Institution :
Northeastern Univ., Shenyang
Abstract :
A motorcycle detection algorithm is proposed to solve imbalanced datasets in motorcycle recognition based on SVM ensembles. Moreover, an improved Wavelet feature algorithm is also presented. Experimental results show that the presented method has high precision and recall. Furthermore, the system performance can also be improved by increasing learning.
Keywords :
automated highways; feature extraction; object detection; road vehicles; support vector machines; wavelet transforms; SVM ensembles; motorcycle detection algorithm; motorcycle recognition; wavelet feature algorithm; Data mining; Feature extraction; Lab-on-a-chip; Motorcycles; Neural networks; Pattern recognition; Support vector machine classification; Support vector machines; Vehicle detection; Vehicles;
Conference_Titel :
Vehicular Electronics and Safety, 2007. ICVES. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1265-5
Electronic_ISBN :
978-1-4244-1266-2
DOI :
10.1109/ICVES.2007.4456371
