Songlong Zhang, Linbo Xie. Salient Detection Based on Cascaded Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2019, 56(7): 071501
- Laser & Optoelectronics Progress
- Vol. 56, Issue 7, 071501 (2019)
Fig. 1. Structural diagram of network
Fig. 2. Structural diagram of pyramid pooling module
Fig. 3. Effect comparison of saliency maps. (a) Original images; (b) GT; (c) without PPM module; (d) with PPM module
Fig. 4. Comparison of saliency maps. (a) Original images; (b) GT; (c) proposed algorithm; (d) SRM algorithm; (e) Amulet algorithm; (f) UCF algorithm; (g) DCL algorithm; (h) DHS algorithm; (i) RFCN algorithm; (j) MDF algorithm; (k) BL algorithm; (l) wCO algorithm
Fig. 5. P-R curves of different methods in different datasets. (a) ECSSD dataset; (b) SED2 dataset
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Table 1. Network parameters of BRS
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Table 2. Size comparison of two performance indicators
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