Fig. 1. Flow chart of proposed algorithm

Fig. 2. Global graph illustration

Fig. 3. Comparison results between initial saliency maps and final saliency maps. (a) Input images; (b) initial saliency maps; (c) final saliency maps; (d) ground truth

Fig. 4. Local regular graph illustration

Fig. 5. PR curves of proposed method and AMC on three datasets. (a) ASD dataset; (b) SED dataset; (c) MSRA10K dataset

Fig. 6. (a) PR curves and (b) F-measure values of all methods on ASD dataset

Fig. 7. (a) PR curves and (b) F-measure values of all methods on MSRA10K dataset

Fig. 8. (a) PR curves and (b) F-measure values of all methods on SED dataset

Fig. 9. Visual comparisons between all methods