• Laser & Optoelectronics Progress
  • Vol. 57, Issue 2, 21002 (2020)
Cui Liqun, Chen jingjing*, Qi Bohua, and Ye Jin
Author Affiliations
  • School of Software, Liaoning Technical University, Huludao, Liaoning 125105, China
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    DOI: 10.3788/LOP57.021002 Cite this Article Set citation alerts
    Cui Liqun, Chen jingjing, Qi Bohua, Ye Jin. Saliency Detection Based on Background Suppressing and Foreground Updating[J]. Laser & Optoelectronics Progress, 2020, 57(2): 21002 Copy Citation Text show less
    Framework of proposed algorithm
    Fig. 1. Framework of proposed algorithm
    Each-stage results of sparse reconstruction. (a) Original image; (b) pixel feature; (c) background template
    Fig. 2. Each-stage results of sparse reconstruction. (a) Original image; (b) pixel feature; (c) background template
    Detection results of SC* and
    Fig. 3. Detection results of SC* and
    Subjective comparison results on ASD and ECSSD datasets
    Fig. 4. Subjective comparison results on ASD and ECSSD datasets
    Precision-Recall curves on ASD and ECSSD datasets. (a) ASD dataset; (b) ECSSD dataset
    Fig. 5. Precision-Recall curves on ASD and ECSSD datasets. (a) ASD dataset; (b) ECSSD dataset
    ROC curves on ASD and ECSSD datasets. (a) ASD dataset; (b) ECSSD dataset
    Fig. 6. ROC curves on ASD and ECSSD datasets. (a) ASD dataset; (b) ECSSD dataset
    F-measure on ASD and ECSSD datasets. (a) ASD dataset; (b) ECSSD dataset
    Fig. 7. F-measure on ASD and ECSSD datasets. (a) ASD dataset; (b) ECSSD dataset
    DatasetGSHFTMRLRRDSRRBDBFSBSCAOurs
    ASD0.10640.17750.06020.07360.06200.06290.12380.07250.0342
    ECSSD0.14830.19610.08390.08710.08870.07730.15100.08610.0551
    Table 1. MAE on ASD and ECSSD datasets
    Cui Liqun, Chen jingjing, Qi Bohua, Ye Jin. Saliency Detection Based on Background Suppressing and Foreground Updating[J]. Laser & Optoelectronics Progress, 2020, 57(2): 21002
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