Title :
A High-order Cross-cumulant Coefficient measure for registering medical image or its sequence
Author :
Chen, Fang ; Zhang, Jian Qiu ; Hu, Bo
Abstract :
A novel measure, called as the Normalized High-order Cross-cumulant Coefficient (NHCC), for registering medical images or its sequence is proposed in this paper. The analytical results show that the proposed NHCC cannot only easily capture the correlation information among the multiple variables simultaneously, but also suppress the additive Gaussian noise influence on the registration results of the image or its sequence. Simulation results verify the effectiveness of the proposed measure.
Keywords :
image registration; image sequences; medical image processing; additive Gaussian noise; image sequence; medical image registration; normalized high-order cross-cumulant coefficient measure; Additive noise; Biomedical imaging; Gaussian noise; Image analysis; Image registration; Image sequence analysis; Image sequences; Medical diagnostic imaging; Mutual information; Registers; Gaussian noise; Higher-order cumulant; Image registration; Medical image sequence;
Conference_Titel :
Software Engineering and Data Mining (SEDM), 2010 2nd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-7324-3
Electronic_ISBN :
978-89-88678-22-0
