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Revisiting Video Saliency: A Large-Scale Benchmark and a New Model

Revisiting Video Saliency: A Large-Scale Benchmark and a New Model

In this work, we contribute to video saliency research in two ways. First, we introduce a new benchmark for predicting human eye movements during dynamic scene free-viewing, which is long-time urged in this field. Our dataset, named DHF1K (Dynamic Human Fixation), consists of 1K high-quality, elaborately selected video sequences spanning …