Car recognition for multiple data sets based on Histogram of Oriented Gradients and Support Vector Machines

Titre	Car recognition for multiple data sets based on Histogram of Oriented Gradients and Support Vector Machines
Publication Type	Conference Paper
Year of Publication	2012
Authors	Kamal, I
Editor	Essaaidi, M, Zaz, Y
Conference Name	2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS)
Publisher	Morocco Sect MTT/AP Joint Chapter
ISBN Number	978-1-4673-1520-3
Abstract	In this paper we implement a soft margin support vector machine (SVM) using linear and nonlinerar kernels for image classification. The sequential minimal optimization (SMO) method will be used to find the optimal separating hyperplane between the training data that consist of a multidimensional histogram of oriented gradient (HOG) features vectors extracted from multiple data sets.