Predicting Eye Fixations Using Convolutional Neural Networks

CVPR 2015 Nian LiuJunwei HanDingwen ZhangShifeng WenTianming Liu

It is believed that eye movements in free-viewing of natural scenes are directed by both bottom-up visual saliency and top-down visual factors. In this paper, we propose a novel computational framework to simultaneously learn these two types of visual features from raw image data using a multiresolution convolutional neural network (Mr-CNN) for predicting eye fixations... (read more)

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