How Succolarity could be used as another fractal measure in image analysis

被引:70
作者
de Melo, R. H. C. [1 ]
Conci, A. [2 ]
机构
[1] UFF, ADDLabs, BR-24020240 Rio De Janeiro, Brazil
[2] UFF, IC, BR-24210240 Rio De Janeiro, Brazil
关键词
Succolarity; Fractal measure; Percolation; Binary analysis; 3D analysis;
D O I
10.1007/s11235-011-9657-3
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Three aspects of texture are distinguished by fractal geometry: Fractal Dimension (FD), Lacunarity and Succolarity. Although, FD has been well studied and Lacunarity has been more and more used, Succolarity, until now, has not been considered. This work presents a method to compute Succolarity. The proposed approach, for this computation, is based on the evaluation of a proposed equation that employ the FD Box Counting idea adapted to the concept of Succolarity. Simple examples, on 2D and 3D images, are considered to easily explain, step by step, how to compute the Succolarity. To illustrate this approach examples are shown, they range form satellite to ultrasound images. The proposed form of Succolarity evaluation is a unique feature usable whether it is relevant differentiate images with some directional or flow information associated with it. Therefore it could be used as a new feature in pattern recognition processes for the identification of natural textures. Furthermore, it works very well when is relevant differentiate images with some characteristics (e.g. directional information) that can not be discriminate by FD or Lacunarity.
引用
收藏
页码:1643 / 1655
页数:13
相关论文
共 20 条
  • [1] [Anonymous], 1995, FRACTAL CONCEPT SURF, DOI DOI 10.1017/CBO9780511599798
  • [2] [Anonymous], 1994, Fractal Cities: A Geometry of Form and Function
  • [3] [Anonymous], 1977, FRACTAL GEOMETRY NAT
  • [4] Barros Filho MN., 2008, INT ARCH PHOTOGRAMME, VXXXVII
  • [5] EFFICIENT BOX-COUNTING DETERMINATION OF GENERALIZED FRACTAL DIMENSIONS
    BLOCK, A
    VONBLOH, W
    SCHELLNHUBER, HJ
    [J]. PHYSICAL REVIEW A, 1990, 42 (04): : 1869 - 1874
  • [6] A fractal image analysis system for fabric inspection based on a box-counting method
    Conci, A
    Proenca, CB
    [J]. COMPUTER NETWORKS AND ISDN SYSTEMS, 1998, 30 (20-21): : 1887 - 1895
  • [7] Conci A, 2000, IEEE IMAGE PROC, P792, DOI 10.1109/ICIP.2000.901078
  • [8] de Melo R, 2006, 13 INT C SYST SIGN I, P299
  • [9] Succolarity: Defining a method to calculate this fractal measure
    de Melo, R. H. C.
    Conci, A.
    [J]. PROCEEDINGS OF IWSSIP 2008: 15TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, 2008, : 291 - 294
  • [10] de Melo RHC, 2006, LECT NOTES COMPUT SC, V4179, P208