Visible and Infrared Image Automatic Registration Algorithm Using Mutual Information

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.

关键词： Image registration Visible-Infrared image Mutual information Wavelet transform

作者: Jing Jiang Xuesong Zhang

作者单位: Electromechanical Engineering Department, North China Institute of Science and Technology, Yanjiao B National Laboratory of Electro-Optics System Technology, Sanhe Hebei , 065201

会议类型: 国际会议

会议名称: The 22nd China Control and Decision Conference(2010年中国控制与决策会议)

会议地点: 徐州

会议语种:英文

页码: 1322-1325

在线出版日期: 2010-05-26（万方平台首次上网日期，不代表论文的发表时间）