Laser Technology, Volume. 45, Issue 3, 378(2021)

Image segmentation of 2-D maximum entropy based on the improved whale optimization algorithm

ZHOU Jiao1, WANG Li1,2、*, and CHEN Xiaoqing1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(20)

    [1] [1] LIU L X, LI B W, WANG Y P, et al. Remote sensing image segmentation based on improved Canny edge detection[J]. Computer Engineering and Applications, 2019, 55(12):54-58(in Chinese).

    [2] [2] XU M Zh,CONG M,WAN L J,et al.A methodology of image segmentation for high resolution remote sensing image based on visual system and markov random field[J].Acta Geodaetica et Cartographica Sinica,2015,44(2):198-205(in Chinese).

    [3] [3] YU X,L X X,GAO Q, et al.Blurred infrared image segmentation based on maximum entropy growth detector algorithm[J].Laser Journal,2019,40(3):68-73(in Chinese).

    [4] [4] ZHANG X,LI Sh L.Research on particle swarm optimization algorithm in image fusion and segmentation[J].Laser Journal,2019,40(11):84-87(in Chinese).

    [5] [5] CHEN G,ZUO H F.2-D maximum entropy method of image segmentation based on genetic algorithm[J].Journal of Computer-Aided Design & Computer Graphics,2002,14(6):530-534(in Chinese).

    [6] [6] LI L H,HUA G G.Image segmentation of 2-D maximum entropy based on the improved genetic algorithm[J].Laser Technology,2019,43(1):119-124(in Chinese).

    [7] [7] CHEN Ch,XUAN Sh B,LEI H X.Image segmentation based on wolf pack algorithm and 2-D maximum entropy[J].Computer Engineering,2018,44(1):233-237(in Chinese).

    [8] [8] MIRJALILI S,LEWIS A.The whale optimization algorithm[J].Advances in Engineering Software,2016,95(4):51-67.

    [9] [9] HE Q,WEI K Y,XU Q Sh.An enhanced whale optimization algorithm for the problems of function optimization[J].Microelectronics & Computer,2019,36(4):72-77(in Chinese).

    [10] [10] ZHANG D M,XU H,WANG Y R, et al.Whale optimization algorithm for embedded circle mapping and one-dimensional oppositional learning based small hole imaging[J/OL].[2020-04-22].https://doi.org/10.13195/j.kzyjc.2019.1362(in Chinese).

    [11] [11] XU Ch H,LI Ch X,YU X, et al.Improved Grey wolf optimization algorithm based on chaotic Cat mapping and Gaussian mutation[J].Computer Engineering and Applications,2017,53(4):1-9(in Ch-inese).

    [12] [12] WANG Y W,WANG X Y.Design of digital chaotic encryption algorithm based on dual chaotic maps[J].Journal of Southeast University (Natural Science Edition),2005,35(s2):128-131(in Chinese).

    [13] [13] ZHOU L Y,DING L X,PENG H, et al.Neighborhood centroid opposition-based particle swarm optimization[J].Acta Electronica Sinica,2017,45(11):2815-2824(in Chinese).

    [14] [14] TIZHOOSH H R. Opposition-based learning:A new scheme for machine intelligence[C]//International Conference on Computational Intelligence for Modelling,Control and Automation,2005 and International Conference on Intelligent Agents,Web Technologies and Internet Commerce.New York,USA:IEEE,2005:695-701.

    [15] [15] ZHANG D M, CHEN Zh Y, XIN Z Y,et al.Salp swarm algorithm based on craziness and adaptive[J/OL].[2020-01-16].https://doi.org/10.13195/j.kzyjc.2019.0012(in Chinese).

    [16] [16] TANYILDIZI E,DEMIR G.Golden sine algorithm:A novel math-inspired algorithm[J]. Advances in Electrical & Computer Engineering,2017,17(2):71-78.

    [17] [17] XIAO Z Y,LIU Sh.Study on elite opposition-based golden-sine whale optimization algorithm and its application of project optimization[J].Acta Electronica Sinica,2019,47(10):2177-2186(in Ch-inese).

    [18] [18] XIAO Z Y,LIU Sh.Atom-search optimization based on golden-sine algorithm[J].Microelectronics & Computer,2019,36(6):21-25(in Chinese).

    [19] [19] ZHANG X J,LEI X J.Application of improved PSO algorithm on two dimension best threshold image segmentation[J].Computer Engineering and Applications,2011,47(26):207-209(in Chinese).

    [20] [20] YE Zh W, WANG M W, JIN H Zh, et al.An image segmentation approach using hybrid cuckoo search algorithm and 2-D entropy[J].Computer Simulation,2015,32(10):287-291(in Chinese).

    Tools

    Get Citation

    Copy Citation Text

    ZHOU Jiao, WANG Li, CHEN Xiaoqing. Image segmentation of 2-D maximum entropy based on the improved whale optimization algorithm[J]. Laser Technology, 2021, 45(3): 378

    Download Citation

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

    Category:

    Received: May. 8, 2020

    Accepted: --

    Published Online: Jul. 16, 2021

    The Author Email: WANG Li (85825615@qq.com)

    DOI:10.7510/jgjs.issn.1001-3806.2021.03.020

    Topics