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

Figure 9

A sample of input of CNN. (a) is the original images of EDOC database. (b) is saliency maps acquired by our learning-based saliency model. We use (a) and (b) that can extract the humans’ classification RoIs (c) which are the input of our CNN framework.

(a) Original images

(b) Our saliency maps

(c) Humans’ classification RoIs extraction