Visual saliency prediction remains an academic challenge due to the diversity and complexity of natural scenes as well scarcity eye movement data on where people look in images. In many practical applications, digital images are inevitably subject distortions, such those caused by acquisition, editing, compression or transmission. A great deal attention has been paid predicting distortion-free ...