SaliencyMap

Hypergraph Based Saliency Map Generation with p-ROI Approximation and Validation

--> Visual comparisons with the existing methods:

From the left to the right: original image, IT[1], SR[2], IG[3], and our method

--> References:

[1] L. Itti, C. Koch, and E. Neibur, “A model of saliency-based visual attention for rapid scene analysis,” IEEE Trans. Pattern Anal. Mach. Intell., 20(11) 1254-1259 (1998).

[2] X. Hou, and L. Zhang, “Saliency detection: a spectral residual approach,” IEEE Conf. on Computer Vision and Pattern Recognition, 17-22 June, Minneapolis, 1-8 (2007).

[3] R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk, “Frequency-tuned salient region detection”, IEEE Conf. on Computer Vision and Pattern Recognition, 20-25 June, Miami, 1597-1604 (2009).

--> Download:

• The generated saliency maps by our proposed method [click me]

• The MSRA database with 5000 images [click me]

• The accurate object-contour based 1000 images [click me]

--> Contact Information:

Please feel free to contact us by email: liangzhen163@gmail.com