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- Title
Visual saliency estimation through label propagation.
- Authors
Xiaoliang Tian; Cheolkon Jung
- Abstract
Visual saliency estimation through label propagation is proposed. Since salient regions are generally distinctive from the background, visual saliency is estimated in an image by the similarity to salient and non-salient seeds. First, salient and non-salient seeds from the initial saliency map estimated by superpixel segmentation and three common priors are obtained. Then, labels of seeds are propagated to unlabelled superpixels based on label propagation to obtain the visual saliency map. Experimental results demonstrate that the proposed method is very effective in estimating salient regions in images compared with existing state-of-the-art methods.
- Subjects
SEED production (Botany); PLANT propagation; PRODUCT management; LABELING services; AESTHETICS
- Publication
Electronics Letters (Wiley-Blackwell), 2015, Vol 51, Issue 14, p1073
- ISSN
0013-5194
- Publication type
Article
- DOI
10.1049/el.2015.1113