Image fusion based on probabilistic graphical model optimization

Hang Tan; Xian He Huang; Shu Yong Zhou; Hua Chun Tan; Bao Qiang Du

Image fusion based on probabilistic graphical model optimization

Hang Tan^*
, Xian He Huang
, Shu Yong Zhou
, Hua Chun Tan
, Bao Qiang Du

^*此作品的通讯作者

前沿交叉科学研究院

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

Application graph cuts algorithm to optimization solution the equivalent energy function of Markov random field model for image fusion problem could not only obtain global optimal solution, but also can get significant calculation efficiency when compare with the simulated annealing algorithm for solving the same energy function of image fusion problem, simulation results show that the algorithm is feasible and efficient.

源语言	英语
页（从-至）	10-13
页数	4
期刊	Beijing Youdian Xueyuan Xuebao/Journal of Beijing University of Posts And Telecommunications
卷	35
期	5
出版状态	已出版 - 10月 2012

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引用此

@article{8356715495e14e5eb5fc3487efc6e04b,

title = "Image fusion based on probabilistic graphical model optimization",

abstract = "Application graph cuts algorithm to optimization solution the equivalent energy function of Markov random field model for image fusion problem could not only obtain global optimal solution, but also can get significant calculation efficiency when compare with the simulated annealing algorithm for solving the same energy function of image fusion problem, simulation results show that the algorithm is feasible and efficient.",

keywords = "Energy function, Image fusion, Markov random field, Probabilistic graphical model",

author = "Hang Tan and Huang, \{Xian He\} and Zhou, \{Shu Yong\} and Tan, \{Hua Chun\} and Du, \{Bao Qiang\}",

year = "2012",

month = oct,

language = "English",

volume = "35",

pages = "10--13",

journal = "Beijing Youdian Xueyuan Xuebao/Journal of Beijing University of Posts And Telecommunications",

issn = "1000-5145",

publisher = "Beijing University of Posts and Telecommunications",

number = "5",

}

TY - JOUR

T1 - Image fusion based on probabilistic graphical model optimization

AU - Tan, Hang

AU - Huang, Xian He

AU - Zhou, Shu Yong

AU - Tan, Hua Chun

AU - Du, Bao Qiang

PY - 2012/10

Y1 - 2012/10

N2 - Application graph cuts algorithm to optimization solution the equivalent energy function of Markov random field model for image fusion problem could not only obtain global optimal solution, but also can get significant calculation efficiency when compare with the simulated annealing algorithm for solving the same energy function of image fusion problem, simulation results show that the algorithm is feasible and efficient.

AB - Application graph cuts algorithm to optimization solution the equivalent energy function of Markov random field model for image fusion problem could not only obtain global optimal solution, but also can get significant calculation efficiency when compare with the simulated annealing algorithm for solving the same energy function of image fusion problem, simulation results show that the algorithm is feasible and efficient.

KW - Energy function

KW - Image fusion

KW - Markov random field

KW - Probabilistic graphical model

UR - https://www.scopus.com/pages/publications/84870726639

M3 - Article

AN - SCOPUS:84870726639

SN - 1000-5145

VL - 35

SP - 10

EP - 13

JO - Beijing Youdian Xueyuan Xuebao/Journal of Beijing University of Posts And Telecommunications

JF - Beijing Youdian Xueyuan Xuebao/Journal of Beijing University of Posts And Telecommunications

IS - 5

ER -

Image fusion based on probabilistic graphical model optimization

摘要

其它文件与链接

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引用此