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In this paper, we propose a novel saliency detection approach, which is robust to images with complex background. In our algorithm, an intuitive and straightforward pre-treatment method is formulated for conducting over-segmentation adaptively. To detect saliency effectively, a two-stage scoring method is adopted, in which both background prior and foreground cues are considered. In the first stage,...
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