A FRACTAL DIMENSION ESTIMATOR FOR MULTISPECTRAL IMAGES

被引：3
|
作者：
Ivanovici, Mihai [1 ]
机构：
[1] Transilvania Univ Brasov, Elect & Comp Dept, MIV Imaging & Vis Lab, Brasov, Romania
来源：
2022 12TH WORKSHOP ON HYPERSPECTRAL IMAGING AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING (WHISPERS) | 2022年
关键词：
fractal dimension; box counting; multispectral fractal images; multispectral images;
D O I：
10.1109/WHISPERS56178.2022.9955091
中图分类号：
TP7 [遥感技术];
学科分类号：
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要：
We propose a fractal dimension estimator for multispectral images. The estimator is based on the probabilistic boxcounting classical approach extended to the multivariate domain of multiband images. In order to validate the estimator, we propose a fractal model for multispectral images based on the fractional Brownian motion. The generated synthetic multispectral fractal images have 7 statistically-independent spectral bands at specific wavelengths in the visible domain We apply the proposed approach for the complexity characterization of a widely-known remotely-sensed data set and conclude the article.
引用
收藏
页数：4
相关论文
共 50 条
  • [41] A Novel Method to Estimate Fractal Dimension of Color Images
    Kisan, Sumitra
    Mishra, Sarojananda
    Mishra, Deepali
    2016 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2016, : 692 - 697
  • [42] Fractal dimension estimation for texture images: A parallel approach
    Biswas, MK
    Ghose, T
    Guha, S
    Biswas, PK
    PATTERN RECOGNITION LETTERS, 1998, 19 (3-4) : 309 - 313
  • [43] FAST ALGORITHM FOR COMPUTING THE FRACTAL DIMENSION OF BINARY IMAGES
    CREUTZBURG, R
    MATHIAS, A
    IVANOV, E
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 1992, 185 (1-4) : 56 - 60
  • [44] Fractal dimension of low-resolution medical images
    Penn, AI
    Loew, MH
    PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 18, PTS 1-5, 1997, 18 : 1163 - 1165
  • [45] AN EFFICIENT APPROACH TO ESTIMATE FRACTAL DIMENSION OF TEXTURAL IMAGES
    SARKAR, N
    CHAUDHURI, BB
    PATTERN RECOGNITION, 1992, 25 (09) : 1035 - 1041
  • [46] Separation of images of nature and artifacts using fractal dimension
    Fukuda, S
    Suzuki, K
    TRENDS IN NDE SCIENCE AND TECHNOLOGY - PROCEEDINGS OF THE 14TH WORLD CONFERENCE ON NDT (14TH WCNDT), VOLS 1-5, 1996, : 1799 - 1804
  • [47] Effect of noise in estimation of fractal dimension of digital images
    Pant, T.
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2013, 6 (05) : 101 - 116
  • [48] FRACTAL DIMENSION AND LACUNARITY OF TRACTOGRAPHY IMAGES OF THE HUMAN BRAIN
    Katsaloulis, P.
    Verganelakis, D. A.
    Provata, A.
    FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2009, 17 (02) : 181 - 189
  • [49] A new approach to estimate fractal dimension of texture images
    Backes, Andre R.
    Bruno, Odemir M.
    IMAGE AND SIGNAL PROCESSING, 2008, 5099 : 136 - 143
  • [50] Fast algorithm for computing the fractal dimension of binary images
    Creutzburg, R
    NONLINEAR IMAGE PROCESSING X, 1999, 3646 : 134 - 138
12345