Video Saliency Prediction Based on Spatial-Temporal Two-Stream Network.

In this paper, we propose a novel two-stream neural network for video saliency prediction. Unlike some traditional methods based on hand-crafted feature extraction and integration, our proposed method automatically learns saliency related spatiotemporal features from human fixations without any pre-processing, post-processing, or manual tuning. Video frames are routed through the spatial stream ne...