Fusion of Three Band Magnetic Resonance Images Using Sharp Frequency Localized Contourlet Transform

被引:0
作者
Kannan, K. [1 ]
Perumal, S. Arumuga [2 ]
机构
[1] Kamaraj Coll Engn & Technol, Dept Mechatron Engn, Post Box 12, Virudunagar 626001, Tamil Nadu, India
[2] ST Hindu Coll, Dept Comp Sci, Nagarcoil 629001, Tamil Nadu, India
关键词
Magnetic resonance images; cycle spinning; contourlet transform; spatial frequency; sum modified laplacian; fusion method; PERFORMANCE;
D O I
10.2174/1573405613666170607153840
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: T1, T2 and PD weighted images are the three bands of magnetic resonance image and they provide complementary information of the structure of the part being imaged. It is more useful for diagnosis and analysis if they are fused into MRI triplet. Discussion: This paper proposes a novel fusion method using Selective Frequency Localization Contourlet Transform to combine these three bands into one. Conclusion: From the qualitative and quantitative evaluation using average pixel intensity, standard deviation, mutual information and edge information based objective criteria, the fused image is found to be more informative.
引用
收藏
页码:812 / 817
页数:6
相关论文
共 15 条
[1]  
[Anonymous], ICCV 1993
[2]   THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE [J].
BURT, PJ ;
ADELSON, EH .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) :532-540
[3]  
Coifman R., 1995, TRANSLATION INVARIAN, P125, DOI [10.1007/978-1-4612-2544-7_9, DOI 10.1007/978-1-4612-2544-7_9]
[4]  
Deserno TM, 2011, BIOL MED PHYS BIOMED, P1, DOI 10.1007/978-3-642-15816-2
[5]   The contourlet transform: An efficient directional multiresolution image representation [J].
Do, MN ;
Vetterli, M .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (12) :2091-2106
[6]  
Eslami R, 2003, CONF REC ASILOMAR C, P1982
[7]   Medical image fusion: A survey of the state of the art [J].
James, Alex Pappachen ;
Dasarathy, Belur V. .
INFORMATION FUSION, 2014, 19 :4-19
[8]   A new contourlet transform with sharp frequency localization [J].
Lu, Yue ;
Do, Minh N. .
2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, :1629-+
[9]  
Mrak M, 2003, IEEE REGION 8 EUROCON 2003, VOL A, PROCEEDINGS, P233
[10]   Information measure for performance of image fusion [J].
Qu, GH ;
Zhang, DL ;
Yan, PF .
ELECTRONICS LETTERS, 2002, 38 (07) :313-315