Journal of Optoelectronics · Laser, Volume. 33, Issue 9, 932(2022)

Multi-threshold image segmentation based on improved seagull optimization algorithm

LU Jianhong, LIU Haipeng*, and WANG Meng
Author Affiliations
  • [in Chinese]
  • show less
    References(15)

    [2] [2] WANG Y T,DAI Y P,XUE J R,et al.Research of segmentation method on color image of Lingwu long jujubes based on the maximum entropy[J].Eurasip Journal on Image andVideo Processing,2017,34:1-9.

    [3] [3] XING J W,YANG P,QINGGE L.Automatic thresholding using a modified valley emphasis[J].IET Image Processing,2020,14(3):536-544.

    [4] [4] GILL H S,KHEHRA B S,SINGH A,et al.Teaching-learning-based optimization algorithm to minimize cross entropyfor selecting multilevel threshold values[J].Egyptian Informatics Journal,2019,20(1):11-25.

    [5] [5] YAN Z P,ZHANG J Z,YANG Z W,et al.Kapur′s entropy for underwater multilevel thresholding images segmentation based on whale optimization algorithm[J].IEEE Access,2021,9:41294-41319.

    [7] [7] QIN J,SHEN X J,FANG Z.An Otsu multi-thresholds segmentation algorithm based on improved ACO[J].Journal of Supercomputing,2019,75(2):955-967.

    [9] [9] VENKATESAN A,PARTHIBAN L.Medical image segmentation with fuzzy C-means and kernelized fuzzy C-means hybridized on PSO and QPSO[J].International Arab Journal of Information Technology,2017,14(1):53-59.

    [10] [10] LIANG H,JIA H,XING Z,et al.Modified grasshopper algorithm-based multilevel thresholding for color image segmentation[J].IEEE Access,2019,7:11258-11295.

    [11] [11] SIMRANDEEP S,Nitin M,HARBINDER S.A multilevel thresholding algorithm using HDAFA for image segmentation[J].Soft Computing,2021,25:10677-10708.

    [13] [13] ALMEIDA G,TAVARES J M R S.Versatile convolutional network applied to computed tomography and magnetic resonance image segmentation[J].Journal of Medical Systems,2021,45(8):1-15.

    [14] [14] HERNANDEZ G,NAVARRO M,ORTEGA-SANCHEZ N,et al.Failure detection on electronic systems using thermal images and metaheuristic algorithms[J].IEEE Latin America Transactions,2020,18(8):1371-1380.

    [15] [15] GAURAV D,VIJAY K.Seagull optimization algorithm:theory and its applications for large-scale industrial engineering problems[J].Knowledge-Based Systems,2019,165:169-196.

    [16] [16] FENG J H,ZHANG J,ZHU X S,et al.A novel chaos optimization algorithm[J].Multimedia Tools and Applications,2017,76:17405-17436.

    [17] [17] KHAN A T,SENIOR S L,ZHANG Y,et al.Model-free optimization using eagle perching optimizer[EB/OL].(2018-07-08)[2022-01-20].https://arxiv.org/abs/1807.02754.

    [19] [19] XUE J K,SHEN B.A novel swarm intelligence optimization approach:sparrow search algorithm[J].Systems Science & Control Engineering,2020,8(1):22-34.

    [20] [20] MIRJALILI S,MIRJALILI S M,LEWIS A.Grey wolf optimizer[J].Advances in Engineering Software,2014,69:46-61.

    Tools

    Get Citation

    Copy Citation Text

    LU Jianhong, LIU Haipeng, WANG Meng. Multi-threshold image segmentation based on improved seagull optimization algorithm[J]. Journal of Optoelectronics · Laser, 2022, 33(9): 932

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Jan. 20, 2022

    Accepted: --

    Published Online: Oct. 9, 2024

    The Author Email: LIU Haipeng (42227324@qq.com)

    DOI:10.16136/j.joel.2022.09.0049

    Topics