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

TitreCar recognition for multiple data sets based on Histogram of Oriented Gradients and Support Vector Machines
Publication TypeConference Paper
Year of Publication2012
AuthorsKamal, I
EditorEssaaidi, M, Zaz, Y
Conference Name2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS)
PublisherMorocco Sect MTT/AP Joint Chapter
ISBN Number978-1-4673-1520-3
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.

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