Salient object detection in video using deep non-local neural networks
Detection of salient objects in image and video is of great importance in many computer
vision applications. In spite of the fact that the state of the art in saliency detection for still
images has been changed substantially over the last few years, there have been few
improvements in video saliency detection. This paper proposes a novel non-local fully
convolutional network architecture for capturing global dependencies more efficiently and
investigates the use of recently introduced non-local neural networks in video salient object …
vision applications. In spite of the fact that the state of the art in saliency detection for still
images has been changed substantially over the last few years, there have been few
improvements in video saliency detection. This paper proposes a novel non-local fully
convolutional network architecture for capturing global dependencies more efficiently and
investigates the use of recently introduced non-local neural networks in video salient object …
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