Visual Saliency Detection Based on Bayesian Model

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Authors Yulin Xie, Huchuan Lu
Journal/Conference Name 18th IEEE International Conference on Imageā€¦
Paper Category
Paper Abstract Image saliency detection is very useful in many computer vision tasks while it still remains a challenging problem. In this paper, we propose a new computational saliency detection model which is implemented with a coarse to fine strategy under the Bayesian framework. First, saliency points are applied to get a coarse location of the saliency region. And then, based on the rough region, we compute a prior map for the Bayesian model to achieve the final saliency map. Experimental results on a public available dataset show the effectiveness of the proposed prior map and the strength of our saliency map compared with several previous method.
Date of publication 2011
Code Programming Language MATLAB
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