DocumentCode
3052254
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
fYear
2007
fDate
13-15 Dec. 2007
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICVES.2007.4456371
Filename
4456371
Link To Document