SalGAN : Visual Saliency Prediction with Adversarial Networks

  title={SalGAN : Visual Saliency Prediction with Adversarial Networks},
  author={Junting Pan and Elisa Sayrol},
Visual saliency prediction in computer vision aims at estimating the locations in an image that attract the attention of humans. A saliency map is a heatmap that represents the probability of each corresponding pixel in the image to capture human attention. These saliency maps have been used as soft-attention guides for other computer vision tasks, and also directly for user studies in fields like marketing. This paper explores adversarial training [2] for visual saliency prediction. The… CONTINUE READING
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