A region-based image fusion algorithm using multiresolution segmentation

被引:0
作者
Li, ZH [1 ]
Jing, ZL [1 ]
Liu, G [1 ]
Sun, SY [1 ]
Leung, H [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect & Informat Technol, Inst Aerosp Informat & Control, Shanghai 200030, Peoples R China
来源
2003 IEEE INTELLIGENT TRANSPORTATION SYSTEMS PROCEEDINGS, VOLS. 1 & 2 | 2003年
关键词
image fusion; multiresolution decomposition; multiresolution reconstruction; multiresolution segmentation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes a region-based multiresolution (MR) image fusion algorithm. The MR. segmentations of source images to be fused are obtained by fuzzy c-means clustering. From these MR region representations of all the input images, we obtain a shared MR region representation to label all the input images. The fusion process is guided by these MR region representations. Experiment results, using. real data show that the proposed algorithm works well,in multisensor image fusion.
引用
收藏
页码:96 / 101
页数:6
相关论文
共 50 条
[1]   A region-based multiresolution image fusion algorithm [J].
Piella, G .
PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL II, 2002, :1557-1564
[2]   Multiresolution Region-based Image Fusion Using The Contourlet Transform [J].
Ibrahim, Soad ;
Wirth, Michael .
IEEE TIC-STH 09: 2009 IEEE TORONTO INTERNATIONAL CONFERENCE: SCIENCE AND TECHNOLOGY FOR HUMANITY, 2009, :421-426
[3]   Region-based image fusion approach using iterative algorithm [J].
Zhang Yingjie ;
Ge Liling .
7TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE IN CONJUNCTION WITH 2ND IEEE/ACIS INTERNATIONAL WORKSHOP ON E-ACTIVITY, PROCEEDINGS, 2008, :202-+
[4]   A hybrid swarm intelligence algorithm for region-based image fusion [J].
Salgotra, Rohit ;
Lamba, Amanjot Kaur ;
Talwar, Dhruv ;
Gulati, Dhairya ;
Gandomi, Amir H. .
SCIENTIFIC REPORTS, 2024, 14 (01)
[5]   Uni-modal versus joint segmentation for region-based image fusion [J].
Lewis, J. J. ;
Nikolov, S. G. ;
Canagarajah, C. N. ;
Bull, D. R. ;
Toet, A. .
2006 9TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2006, :31-38
[6]   Region-based ICA Image Fusion using Textural Information [J].
Mitianoudis, Nikolaos ;
Antonopoulos, Sotirios-Antonios ;
Stathaki, Tania .
2013 18TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2013,
[7]   Region-based multimodal image fusion using ICA bases [J].
Cvejic, Nedeljko ;
Bull, David ;
Canagarajah, Nishan .
IEEE SENSORS JOURNAL, 2007, 7 (5-6) :743-751
[8]   Region-based multimodal image fusion using ICA bases [J].
Cvejic, Nedeljko ;
Lewis, John ;
Bull, David ;
Canagarajah, Nishan .
2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, :1801-+
[9]   Region-based multisensor image fusion method [J].
刘刚 ;
敬忠良 ;
孙韶媛 ;
李建勋 .
Journal of Systems Engineering and Electronics, 2005, (03) :521-526
[10]   Adaptive region-based multimodal image fusion using ICA bases [J].
Cvejic, Nedeljko ;
Lewis, John ;
Bull, David ;
Canagarajah, Nishan .
2006 9TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2006, :288-293