Rapid Registration Algorithm of Large-Scale Images Based on Normalized Gradient Phase Correlation
CHEN Huai-Yu1,2, YANG Yang1
1.School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049 2.Department of Automation, Tsinghua University, Beijing 100084
Abstract To solve the real-time registration problem of large-scale images with rotations, scalings, translations simultaneously, an image registration algorithm based on normalized gradient phase correlation is proposed in this paper. The complicated multilayer computation, interpolation and iteration is avoided in this algorithm. Plural gradient images are disposed by normalized gradient phase correlation.Giving consideration to robustness and rapidity of parameters estimation at the same time, this algorithm can efficiently expand the estimation range of transformation parameters. By means of parameter-adjustable window function, it can suppress the influence of the edge effect of the different kinds of images. Experimental results illustrate the rapidity and effectiveness of the proposed algorithm.
2015, Vol. 28 
