Video Saliency Prediction Based on Spatial-Temporal Two-Stream Network.
IEEE Transactions on Circuits and Systems for Video Technology(2019)
Abstract
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...
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Key words
Feature extraction,Predictive models,Streaming media,Visualization,Spatiotemporal phenomena,Computational modeling
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