• Laser & Optoelectronics Progress
  • Vol. 57, Issue 4, 041020 (2020)
Yingying Zhang* and Hongwei Ge
Author Affiliations
  • Engineering Laboratory of Pattern Recognition and Computational Intelligence, School of Internet of Things Engineering, Jiangnan University, Wuxi, Jiangsu, 214122, China
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    DOI: 10.3788/LOP57.041020 Cite this Article Set citation alerts
    Yingying Zhang, Hongwei Ge. Image Saliency Detection Based on Graph and Multi-Feature Diffusion[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041020 Copy Citation Text show less
    Background extraction from image boundary
    Fig. 1. Background extraction from image boundary
    Visual effect comparison of each algorithm
    Fig. 2. Visual effect comparison of each algorithm
    Comparison of algorithms on ASD dataset. (a) P-R curves; (b) F-measure curves; (c) P、R、F values under adaptive threshold
    Fig. 3. Comparison of algorithms on ASD dataset. (a) P-R curves; (b) F-measure curves; (c) PRF values under adaptive threshold
    Comparison of algorithms on ECSSD dataset. (a) P-R curves; (b) F-measure curves; (c) P、R、F values under adaptive threshold
    Fig. 4. Comparison of algorithms on ECSSD dataset. (a) P-R curves; (b) F-measure curves; (c) PRF values under adaptive threshold
    Comparison of algorithms on PASCAL-S dataset. (a) P-R curves; (b) F-measure curves; (c) P、R、F values under adaptive threshold
    Fig. 5. Comparison of algorithms on PASCAL-S dataset. (a) P-R curves; (b) F-measure curves; (c) PRF values under adaptive threshold
    Comparison of algorithms on MSRA-B dataset. (a) P-R curves ;(b) F-measure curves; (c) P、R、F values under adaptive threshold
    Fig. 6. Comparison of algorithms on MSRA-B dataset. (a) P-R curves ;(b) F-measure curves; (c) PRF values under adaptive threshold
    DatasetGMFSRDGBMRIDCLBFSMAPBSCALPSMCMSGRCC
    ASD0.0500.0690.0750.0780.1410.0770.0860.0710.0930.1080.161
    ECSSD0.1480.1810.1860.1820.2060.1850.1830.1860.2030.2040.283
    PASCAL-S0.1910.2240.2290.2140.2290.2210.2220.2160.2300.2250.299
    MSRA-B0.0920.1190.1290.1220.1670.1280.1310.1210.1460.1490.211
    Table 1. Emae of different algorithms on 4 datasets
    Yingying Zhang, Hongwei Ge. Image Saliency Detection Based on Graph and Multi-Feature Diffusion[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041020
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