I. Introduction

II. Video Saliency Detection

III. Audio-Visual Multi-Modality Fusion

IV. Audio Related Saliency Detection

V. Audio-Visual Semantical Consistency Perceptual

VI. Quantitative Verifications

VII. Conclusions and Future Work