Title :
Image Registration Based on Fitted Straight Lines of Edges
Author :
Tang, Jinhui ; Yang, Xin ; Liu, Chunyan ; Wu, Xiuqing
Author_Institution :
Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei
Abstract :
Rotation problem is a difficulty in common image registration methods for computational complexity. Aiming at this, a novel method based on fitted straight lines of edges is proposed. It first estimates the rotating angle by angle difference histogram of fitted straight lines, and then estimates the translation by Hausdorff distance. After compensating the rotation and translation, mutual information based on Renyi entropy is used to find the accurate registration result in a small domain. Experiment results demonstrate that this method is effective in solving rotation problem
Keywords :
edge detection; entropy; genetic algorithms; image registration; Hausdorff distance; Renyi entropy; angle difference histogram; computational complexity; edge line fitting; fitted straight lines; genetic algorithm; image edges; image registration; rotation compensation; translation compensation; Computational complexity; Entropy; Histograms; Image edge detection; Image registration; Image resolution; Information science; Layout; Mutual information; Noise robustness; Hausdorff distance; angle difference histogram; edge lines fitting; registration;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713905
