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Laser & Optoelectronics Progress, Volume. 57, Issue 2, 21002(2020)

Saliency Detection Based on Background Suppressing and Foreground Updating

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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    AbstractGet PDF(in Chinese)
    Figures&Tables (8)
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    References (25)
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    Figures & Tables(8)
    Framework of proposed algorithm

    Fig. 1. Framework of proposed algorithm

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    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

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    Detection results of SC* and

    Fig. 3. Detection results of SC* and

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    Subjective comparison results on ASD and ECSSD datasets

    Fig. 4. Subjective comparison results on ASD and ECSSD datasets

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    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

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    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

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    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

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    • Table 1. MAE on ASD and ECSSD datasets

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      Table 1. MAE on ASD and ECSSD datasets

      DatasetGSHFTMRLRRDSRRBDBFSBSCAOurs
      ASD0.10640.17750.06020.07360.06200.06290.12380.07250.0342
      ECSSD0.14830.19610.08390.08710.08870.07730.15100.08610.0551
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    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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    Paper Information

    Category: Image Processing

    Received: May. 13, 2019

    Accepted: --

    Published Online: Jan. 3, 2020

    The Author Email: Chen jingjing (2455460566@qq.com)

    DOI:10.3788/LOP57.021002

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology