Objects Classification by Learning-Based Visual Saliency Model and Convolutional Neural Network

Figure 13

The whole processing of our classification method validated by ImageSix database. First, we predicted humans’ classification RoIs of original images in ImageSix database. Second, we combined the features extracted by CNN and high-level features to classify objects by SVM and then used the error rate of classification as evaluation criterion.