Levy processes for image modeling

被引:0
|
作者
Poliannikov, OV [1 ]
Bao, YF [1 ]
Krim, H [1 ]
机构
[1] N Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27695 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Nonhomogenous random fields are known to be well adapted to modeling. a wide class of images. Their computational complexity generally causes their lack of appeal, we propose a more efficient model capable of capturing textures, shapes, as well as jumps typically encountered in infra-red images. The so-called Levy Random fields as we show, call indeed represent a very well adapted alternative for inference applications and the like.
引用
收藏
页码:204 / 207
页数:4
相关论文
共 50 条
  • [41] FUNDAMENTALS OF LEVY FLIGHT PROCESSES
    Chechkin, Aleksei V.
    Gonchar, Vsevolod Y.
    Klafter, Joseph
    Metzler, Ralf
    FRACTALS, DIFFUSION, AND RELAXATION IN DISORDERED COMPLEX SYSTEMS, PART B, 2006, 133 : 439 - 496
  • [42] Symmetrization of Levy processes and applications
    Banuelos, Rodrigo
    Mendez-Hernandez, Pedro J.
    JOURNAL OF FUNCTIONAL ANALYSIS, 2010, 258 (12) : 4026 - 4051
  • [43] Mixtures in nonstable Levy processes
    Petroni, N. Cufaro
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2007, 40 (10) : 2227 - 2250
  • [44] Convex hulls of Levy processes
    Molchanov, Ilya
    Wespi, Florian
    ELECTRONIC COMMUNICATIONS IN PROBABILITY, 2016, 21
  • [45] Levy processes and Jacobi fields
    Lytvynov, E
    QUANTUM PROBABILITY AND INFINITE DIMENSIONAL ANALYSIS, 2005, 18 : 337 - 361
  • [46] Levy processes and Schrodinger equation
    Petroni, Nicola Cufaro
    Pusterla, Modesto
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2009, 388 (06) : 824 - 836
  • [47] Exponential functionals of Levy processes
    Bertoin, Jean
    Yor, Marc
    PROBABILITY SURVEYS, 2005, 2 : 191 - 212
  • [48] Unimodality for free Levy processes
    Hasebe, Takahiro
    Sakuma, Noriyoshi
    ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2017, 53 (02): : 916 - 936
  • [49] Polarity for a Class of Levy Processes
    Wu Chuan ju 1
    Wuhan University Journal of Natural Sciences, 2002, (04) : 394 - 398
  • [50] Stochastic bounds for Levy processes
    Doney, RA
    ANNALS OF PROBABILITY, 2004, 32 (02): : 1545 - 1552