Visible and Infrared Image Automatic Registration Algorithm Using Mutual Information

被引：0
|
作者：
Jiang, Jing [1 ,2 ]
Zhang, Xuesong [3 ]
机构：
[1] North China Inst Sci & Technol, Electromech Engn Dept, Yanjiao Beijing E 101601, Peoples R China
[2] China Univ Mining & Technol, Sch Mech Elect & Informat Engn, Beijing 100083, Peoples R China
[3] Natl Lab Electro Opt Syst Tech, Sanhe 065201, Hebei, Peoples R China
来源：
2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5 | 2010年
关键词：
Image registration; Visible-Infrared image; Mutual information; Wavelet transform;
D O I：
10.1109/CCDC.2010.5498181
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we introduce a novel visible/infrared image registration algorithm based on wavelet transform and the maximization of mutual information of images. First, the region of interest (ROI) is determined by searching for the wavelet magnitude maxima in the preprocessing step, and the affine transform is chosen as the image geometrical transform model. Then, the probability density function of grey values is estimated from histogram by means of the Partial Volume (PV) interpolation method. Finally, the simulated annealing algorithm is used to approximate the global optimum. The experimental results show that the algorithm is efficient.
引用
收藏
页码：1322 / +
页数：2
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