A Novel Defogging Algorithm Based on Genetic Algorithm with Analysis of Scientific Data Materials

被引:0
|
作者
Li, Xiao-Guang [1 ]
Kang, Li [1 ]
机构
[1] Luoyang Inst Sci & Technol, Luoyang, Peoples R China
关键词
Defogging; Genetic Algorithm; Fitness Function; Scientific Materials;
D O I
10.4028/www.scientific.net/AMR.461.806
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper proposes a novel defogging algorithm based on the improved model with analysis of scientific data materials. By integrating the merit of genetic algorithm for searching global optimal parameters, the problem of fog-degraded images defogging restoration is transformed into the problem of optimization estimation for original undegraded image by maximizing the global contrast object function, the proposed algorithm can restore the object image as complete as possible in probability sense. Experimental results for single object image defogging gain satisfy visual effect.
引用
收藏
页码:806 / 809
页数:4
相关论文
共 50 条
  • [41] A Community Clustering Algorithm Based on Genetic Algorithm With Novel Coding Scheme
    Li, Xianghua
    Gao, Chao
    Pu, Ruyang
    2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 486 - 491
  • [42] A Genetic Algorithm Based Modification on the LTS Algorithm for Large Data Sets
    Satman, M. Hakan
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2012, 41 (05) : 644 - 652
  • [43] NUMERICAL OPTIMIZATION ALGORITHM BASED ON GENETIC ALGORITHM FOR A DATA COMPLETION PROBLEM
    Jouilik, B.
    Daoudi, J.
    Tajani, C.
    Abouchabaka, J.
    TWMS JOURNAL OF APPLIED AND ENGINEERING MATHEMATICS, 2023, 13 (01): : 86 - 97
  • [44] A Hybrid Algorithm for Satellite Data Transmission Schedule Based on Genetic Algorithm
    李云峰
    武小悦
    Journal of China Ordnance, 2008, (03) : 203 - 208
  • [45] A Data Allocation Strategy Algorithm for Large Databases based on Genetic Algorithm
    Li, Xiaofeng
    Tang, Yuanxin
    Gong, Cuicui
    COMPUTATIONAL MATERIALS SCIENCE, PTS 1-3, 2011, 268-270 : 898 - +
  • [46] A Novel Multi-Objective Electromagnetic Analysis Based on Genetic Algorithm
    Sun, Shaofei
    Zhang, Hongxin
    Dong, Liang
    Cui, Xiaotong
    Cheng, Weijun
    Khan, Muhammad Saad
    SENSORS, 2019, 19 (24)
  • [47] A novel data reduction method based on information theory and the Eclectic Genetic Algorithm
    Aldana-Bobadilla, Edwin
    Lopez-Arevalo, Ivan
    Molina-Villegas, Alejandro
    INTELLIGENT DATA ANALYSIS, 2017, 21 (04) : 803 - 826
  • [48] A NOVEL ALGORITHM FOR GENERATING SIMULATED GENETIC DATA BASED ON K-MEDOIDS
    Wu, Jianan
    Zhou, Chunguang
    Li, Zhangxu
    Xia, Xuefei
    Zhang, Seng
    Zhou, You
    2012 IEEE 2nd International Conference on Cloud Computing and Intelligent Systems (CCIS) Vols 1-3, 2012, : 25 - 28
  • [49] Multisensor data fusion based on genetic algorithm
    Liu, F
    Cai, XJ
    Shi, B
    Wang, Y
    ELECTRONIC IMAGING AND MULTIMEDIA SYSTEMS, 1996, 2898 : 43 - 48
  • [50] Genetic algorithm based test data generator
    Hermadi, I
    Ahmed, MA
    CEC: 2003 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-4, PROCEEDINGS, 2003, : 85 - 91