Generic Promotion of Diffusion-Based Salient Object Detection

@article{Jiang2015GenericPO,
  title={Generic Promotion of Diffusion-Based Salient Object Detection},
  author={Peng Jiang and Nuno Vasconcelos and Jingliang Peng},
  journal={2015 IEEE International Conference on Computer Vision (ICCV)},
  year={2015},
  pages={217-225}
}
In this work, we propose a generic scheme to promote any diffusion-based salient object detection algorithm by original ways to re-synthesize the diffusion matrix and construct the seed vector. We first make a novel analysis of the working mechanism of the diffusion matrix, which reveals the close relationship between saliency diffusion and spectral clustering. Following this analysis, we propose to re-synthesize the diffusion matrix from the most discriminative eigenvectors after adaptive re… CONTINUE READING
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