Exploring Figure-Ground Assignment Mechanism in Perceptual Organization Wei Zhai 1 Y ang Cao

Neural Information Processing Systems 

In this paper, we argue that the figure-ground assignment mechanism, which conforms to human vision cognitive theory, can be explored to empower CNN to achieve a robust perceptual organization despite visual ambiguity.