Heng Zhao, Weisheng An. Image Salient Object Detection Combined with Deep Learning[J]. Laser & Optoelectronics Progress, 2018, 55(12): 121003
- Laser & Optoelectronics Progress
- Vol. 55, Issue 12, 121003 (2018)
Fig. 1. Schematic of algorithm
Fig. 2. Examples of image processing. (a) Initial image; (b) convolved images; (c) clustered images; (d) CRF optimized images; (e) truth value chart
Fig. 3. Loss L versus number of iterations
Fig. 4. Comparison among P-R curves by several algorithms. (a) ECSSD; (b) DUT-ORMON
Fig. 5. Comparison among image salient detection results by several algorithms. (a) Initial images; (b) GT; (c) proposed algorithm; (d) DCL; (e) DRFI; (f) DS; (g) ELD; (h) FT; (i) MDF; (j) QCUT; (k) RC; (l) RFCN
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Table 1. Comparison of F and MAE
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Table 2. Comparison of time consuming
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