Salient Region Detection through Salient and Non-salient Dictionaries

We assess our SRD model on four different standard datasets that are: 1) ASD [1], 2) 3ECSSD [2], 3) DUT-OMRON [3], 4) SED2 [4].

[1] Achanta, R.; Hemami, S.; Estrada, F.; Susstrunk, S., ”Frequency-tuned salient region detection,” in Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on , vol., no., pp.1597-1604, 20-25 June, 2009. doi: 10.1109/CVPR.2009.5206596.
[2] Qiong Yan, Li Xu, Jianping Shi, Jiaya Jia, Hierarchical SRD, in: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2328 June, 2013, pp. 11551162. doi:http://dx.doi.org/10.1109/CVPR.2013. 153.[3]Chuan Yang; Lihe Zhang; Huchuan Lu; Xiang Ruan; Ming-Hsuan Yang, ”SRD
via Graph-Based Manifold Ranking,” in Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on , vol., no.,
pp.3166-3173, 23-28, June, 2013. doi: 10.1109/CVPR.2013.407

[4] Alpert, S.; Galun, M.; Basri, R.; Brandt, A., Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration, Computer Vision and Pattern Recognition, 2007. CVPR 07. IEEE Conference on , vol., no., pp.1,8, 17-22 June, 72007. doi: 10.1109/CVPR.2007.383017.