CNN training with graph-based sample preselection: application to handwritten character recognition

Frédéric Rayar, Masanori Goto, Seiichi Uchida

In this paper, we present a study on sample preselection in large training data set for CNN-based classification. To do so, we structure the input data set in a network representat…