Title :
Multimodal Medical Image Fusion of MRI-PET Using Wavelet Transform
Author :
Haribabu, Maruturi ; Bindu, CH Hima ; Prasad, K. Satya
Author_Institution :
ECE Dept., QIS Coll. of Eng. & Technol., Ongole, India
Abstract :
MRI-PET medical image fusion has important clinical significance. Medical image fusion is the important step after registration, which is an integrative display method of two images. The PET image shows the brain function with a low spatial resolution, MRI image shows the brain tissue anatomy and contains no functional information. Hence, a perfect fused image should contains both functional information and more spatial characteristics with no spatial & color distortion. The DWT coefficients of MRI-PET intensity values are fused based on the average and spatial frequency method. The algorithm is computationally simple and can be implemented in real time applications.
Keywords :
biomedical MRI; brain; discrete wavelet transforms; image fusion; image registration; medical image processing; positron emission tomography; DWT coefficients; MRI image; MRI-PET intensity values; MRI-PET multimodal medical image fusion; PET image; brain tissue anatomy; clinical significance; color distortion; functional information; image registration; integrative images display method; low spatial image resolution; real time applications; wavelet transform; Biomedical imaging; Discrete wavelet transforms; Image fusion; Magnetic resonance imaging; Multiresolution analysis; 2-D Discrete wavelet transform; IHS conversion; Image fusion; spatial frequency;
Conference_Titel :
Advances in Mobile Network, Communication and its Applications (MNCAPPS), 2012 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4673-1869-3
DOI :
10.1109/MNCApps.2012.33
