Title :
Automatic medical image registration based on deviating measurement
Author :
Shu, Xiaohua ; Long, Yonghong ; Shen, Zhenkang
Author_Institution :
ATR Lab., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
An image registration technique based on the gray joint probability of two correlative images is developed and presented. In this paper, a new matching measurement is proposed, i.e. deviating measurement. This parameter quantifies aligning degree of two images, and an image registration scheme based on deviating measurement is developed. Comparing with other similarity measurement(such as normal mutual information), the calculation cost of this registration method is low. Experiment results show that this method is valid and fast.
Keywords :
image colour analysis; image matching; image registration; medical image processing; probability; automatic medical image registration; correlative image; deviating measurement; gray joint probability; matching measurement; similarity measurement; Computed tomography; Delta modulation; Image registration; Joints; Mutual information; Pixel; Probability distribution; Image registration; deviating measurement; joint probability; multiresolution;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5647744