Image fusion algorithm based on contrast pyramid and its performance evaluation

被引:8
|
作者
Dong, Yubing [1 ]
Li, Mingjing [1 ]
Li, Jie [1 ]
机构
[1] Changchun Univ, Coll Elect & Informat Engn, Changchun 130022, Peoples R China
来源
关键词
image fusion; pyramid decomposition; contrast pyramid; performance evaluation;
D O I
10.4028/www.scientific.net/AMM.525.711
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Contrast pyramid algorithm is put forward in this paper. The human visual system is sensitive to contrast information of image, so contrast pyramid algorithm would outstanding the contrast of image. The algorithm consists of creation process of Gauss Pyramid, the process of creating contrast Pyramid and reconstruction process of clear image. Simulation by MATLAB was completed in multi-focus image, multi-modality image and color image. Objective evaluation index such as mean, standard deviation, entropy and average gradient was calculated Simulation results and index show that the contrast pyramid algorithm has advantage of projecting the contrast of image, especially in color image fusion.
引用
收藏
页码:711 / 714
页数:4
相关论文
共 50 条
  • [31] Novel method of image enhancement based on contrast pyramid
    Yu, Zhen-ming
    Gao, Fei
    REMOTE SENSING AND GIS DATA PROCESSING AND APPLICATIONS; AND INNOVATIVE MULTISPECTRAL TECHNOLOGY AND APPLICATIONS, PTS 1 AND 2, 2007, 6790
  • [32] INFRARED AND VISIBLE LIGHT IMAGE FUSION BASED ON A TROUS CONTRAST PYRAMID AND NONSUBSAMPLED DIRECTIONAL FILTER BANK
    Ding Li
    Han Chongzhao
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2, 2009, : 577 - 582
  • [33] Adaptive image pyramid based compression algorithm
    Dube, S
    Hong, L
    CONFERENCE RECORD OF THE THIRTY-FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2000, : 1045 - 1048
  • [34] Image Fusion of Catenary Components Based on Laplacian Pyramid
    Liu, Shibing
    Li, Xin
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 939 - 945
  • [35] IMAGE DYNAMIC RANGE ENHANCEMENT BASED ON FUSION PYRAMID
    Zhang, Shupei
    Euler, Charles
    Basu, Anup
    2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2020,
  • [36] Pixel-level image fusion algorithm based on maximum likelihood and laplacian pyramid transformation
    Tan, H. (tanhang2011@126.com), 1600, Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States (09):
  • [37] IMPROVED PYRAMID IMAGE FUSION BASED ON PSEUDO INVERSE
    Ming, Zhao
    Lin, Changqing
    2009 IEEE YOUTH CONFERENCE ON INFORMATION, COMPUTING AND TELECOMMUNICATION, PROCEEDINGS, 2009, : 90 - 93
  • [38] Novel and better performance evaluation algorithm for image fusion based on hierarchical grey relational analysis
    He, Guiqing
    Qi, Hua
    Wang, Yi
    Guan, Li
    Hao, Chongyang
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2007, 25 (01): : 126 - 131
  • [39] Fusion performance measures and a lifting wavelet transform based algorithm for image fusion
    Ramesh, C
    Ranjith, T
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL I, 2002, : 317 - 320
  • [40] A novel fast image fusion algorithm based on directional contrast and weighted activity
    He, Mingyi
    Lei, Ning
    Zhang, Yifan
    Li, Tiao
    ICIEA 2007: 2ND IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-4, PROCEEDINGS, 2007, : 102 - 106