Image Fusion Method Based on Universal Hidden Markov Tree Model in the Contourlet Domain

被引：0
|
作者：
Cai Xi [1 ]
Han Guang [1 ]
Wang Jinkuan [1 ]
机构：
[1] Northeastern Univ, Qinhuangdao 066004, Hebei, Peoples R China
来源：
ADVANCES IN APPLIED MATERIALS AND ELECTRONICS ENGINEERING II | 2013年 / 684卷
关键词：
Image fusion; contourlet transform; universal hidden Markov tree model;
D O I：
10.4028/www.scientific.net/AMR.684.491
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Considering the statistical characteristics of contourlet coefficients of images, we propose an image fusion method based on the universal contourlet hidden Markov tree (uHMT) model. A salience measure and a match measure are presented according to the probability of a contourlet coefficient belonging to the high state of the uHMT model which needs no training. Experimental results prove the effectiveness of our method in the field of visual quality and objective evaluations.
引用
收藏
页码：491 / 494
页数：4
相关论文
共 50 条
  • [1] Remote sensing image fusion method based on Contourlet-domain hidden Markov tree model
    Deng Lei
    Jiang Wei-Guo
    Chen Yun-Hao
    Li Jing
    Cui Bao-Shan
    [J]. JOURNAL OF INFRARED AND MILLIMETER WAVES, 2008, 27 (04) : 285 - 289
  • [2] SAR and Optical Image Fusion Based on Contourlet Hidden Markov Tree Model
    Li, Huihui
    Liu, Kun
    [J]. MIPPR 2011: MULTISPECTRAL IMAGE ACQUISITION, PROCESSING, AND ANALYSIS, 2011, 8002
  • [3] A Novel Algorithm for Multifocus Image Fusion Based on Contourlet Hidden Markov Tree Model
    Cai Xi
    Zhao Wei
    [J]. ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 1019 - 1022
  • [4] Image interpolation based on universal hidden Markov tree model
    Woo, DH
    Eom, IK
    Kim, YS
    [J]. 2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 2004, : 1006 - 1009
  • [5] SAR IMAGE DESPECKLING BASED ON CONTOURLET DOMAIN HIDDEN MARKOV TREES MODEL
    Sha Yu-Heng
    Cong Lin
    Sun Qiang
    Jiao Li-Cheng
    [J]. JOURNAL OF INFRARED AND MILLIMETER WAVES, 2009, 28 (01) : 66 - 71
  • [6] Image denoising in dual contourlet domain using hidden Markov tree models
    Shandoosti, Hamid Reza
    Hazavei, Seyede Mahya
    [J]. DIGITAL SIGNAL PROCESSING, 2017, 67 : 17 - 29
  • [7] Hidden Markov model-contourlet hidden Markov tree based texture segmentation
    Raghavendra, BS
    Bhat, PS
    [J]. 2004 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING & COMMUNICATIONS (SPCOM), 2004, : 126 - 130
  • [8] A static image coding algorithm, based on contourlet Classified Hidden Markov Tree model
    Fan Yonghui
    Wang Gang
    Liang Xiao
    [J]. ENGINEERING COMPUTATIONS, 2011, 28 (1-2) : 172 - 183
  • [9] Unsupervised image segmentation using contourlet domain hidden Markov trees model
    Sha, YH
    Cong, L
    Sun, Q
    Jiao, LC
    [J]. IMAGE ANALYSIS AND RECOGNITION, 2005, 3656 : 32 - 39
  • [10] IMAGE SEGMENTATION BASED ON WAVELET-DOMAIN HIDDEN MARKOV TREE MODEL
    Hou Biao
    Liu Feng
    Jiao Li-Cheng
    Bao Hui-Dong
    [J]. JOURNAL OF INFRARED AND MILLIMETER WAVES, 2009, 28 (02) : 156 - 160
12345