Here we propose to use the quick learning of SVMs to provide a solution for learning from small image datasets in a non-parametric manner. Experimental results show that while “conventional” DCNN ...

In this paper, binary classification methods using support vector machines (SVM) obtained from one-class learning and two-class learning are introduced. Firstly, an application of deep CNN (DCNN) for ...