• Laser & Optoelectronics Progress
  • Vol. 59, Issue 8, 0810008 (2022)
Tingting Yao*, Bo Zhang, Pengfei Li, and Xiaoming Liu
Author Affiliations
  • School of Information Science and Technology, Dalian Maritime University, Dalian , Liaoning 116026, China
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    DOI: 10.3788/LOP202259.0810008 Cite this Article Set citation alerts
    Tingting Yao, Bo Zhang, Pengfei Li, Xiaoming Liu. Salient Ship Detection Based on Robust Background Estimation[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0810008 Copy Citation Text show less
    Illustrative diagram of salient ship detection algorithm based on robust background estimation
    Fig. 1. Illustrative diagram of salient ship detection algorithm based on robust background estimation
    Comparison of salient ship detection results on Singapore maritime surveillance dataset
    Fig. 2. Comparison of salient ship detection results on Singapore maritime surveillance dataset
    Comparison of single ship salient detection results on benchmark dataset
    Fig. 3. Comparison of single ship salient detection results on benchmark dataset
    Comparison of multiple ships salient detection results on benchmark dataset
    Fig. 4. Comparison of multiple ships salient detection results on benchmark dataset
    Comparison of saliency detection results of three algorithms
    Fig. 5. Comparison of saliency detection results of three algorithms
    Saliency detection results of ships and general objects with complex background interference
    Fig. 6. Saliency detection results of ships and general objects with complex background interference
    AlgorithmMR22DSR21RBD20BL23BSCA24RC25
    F-measure0.6890.6900.6770.6840.7050.456
    MAE0.1890.1710.1710.2160.1820.300
    AlgorithmSSD-HS26MGC27BIP28NPM29BPFS30Proposed algorithm
    F-measure0.7070.6580.6940.7080.793
    MAE0.1920.2350.1370.1370.1660.112
    Table 1. Quantitative comparison of different algorithms on ECSSD dataset
    AlgorithmMR22DSR21RBD20BL23BSCA24RC25
    F-measure0.5860.5570.6000.5740.6010.404
    MAE0.2320.2150.2020.2490.2230.313
    AlgorithmSSD-HS26MGC27BIP28NPM29BPFS30Proposed algorithm
    F-measure0.5890.6220.6040.6510.701
    MAE0.2190.1790.1900.1820.2040.148
    Table 2. Quantitative comparison of different algorithms on PASCAL-S dataset
    Tingting Yao, Bo Zhang, Pengfei Li, Xiaoming Liu. Salient Ship Detection Based on Robust Background Estimation[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0810008
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