20th LSI Design ContestsEin Okinawa  Design Specification - 3-2

3-2. SVM

Support Vector Machine (SVM) is one of the pattern identification technique and is used for image recognition and speech recognition. We used linear SVMD

Let learn learning data of INRIA Person Dataset, and chooses hyperplane becoming margin maximum in hyperplane dividing into the data of the 2 level class. As a free library of linear SVM, We used LIBLINEAR.

The classifier of person or not person by 2 classes is shown in Fig 1D


Figure 1

Fig 3FFigure of identification by the 2 classes classification

<<Back                 Next>>