EN
CT and MRI Medical Image Fusion Using Discrete Wavelet Transform
Abstract
In these days, using medical image is very important in
hospitals. These medical images give a lot of data about human body for example
Computed Tomography (CT) identifies the bone structure, Magnetic Resonance
Image (MRI) image gives information about tissue data, Positron on Emission
Tomography (PET) and Single photon release computed tomography (SPECT) give
human body functionality data. but these images can't give clear data image for
disease diagnosis and treatment planning. So, these different modality complementary
data for effective disease analysis is required. In this work we fused two
images (CT and MRI) by using discrete wavelet transform then applied this
transform on all types of wavelets (haar, Daubechies, Mexican Hat, Symlets,
Morlet, Shannon).
Keywords
References
- [1] A. Soma Sekhar, Dr.M.N. Giri Prasad., A Novel Approach of Image Fusion on MR and CT Images Using Wavelet Transforms, 3rd International Conference on Electronics Computer Technology, April (2011) 12 -86 DOI: 10.1109/ICECTECH.2011.5941881.
- [2] H. H. Wang., A new multiwavelet-based approach to image fusion, Journal of Mathematical Imaging and Vision, 21 (2004) 177-180.
- [3] Bernd Fischer, Jan Modersitzki., Curvature Based Image Registration, Journal of Mathematical Imaging and Vision, 18-1 (2003) 81–85.
- [4] Peter Rogelj and Stanislav Kovacic., Similarity Measures for Non- Rigid Registration, Ministry of Science and Technology of the Republic of Slovenia, Research program, feb. (2001) 82-91.
- [5] Ligia Chiorean, Mircea-Florin Vaida., Medical Image Fusion Based on Discrete Wavelet Transform Using Java Technology, 31st Int. Conf. on Information Technology Interfaces, June (2009).
- [6] NEMA Publications., Digital Imaging and Communications in Medicine (DICOM), journal of digtal medcicin , Ver. 8.0 (2008) 8-16.
- [7. https://www.dicomlibrary.com 12.11.2018 11:45.
- [8] M. Hub, M.L. Kessler, and C.P. Karger., A stochastic approach to estimate the uncertainty involved in B-spline image registration, MedImg, 28-11 (2009) 1708–1716.
Details
Primary Language
English
Subjects
-
Journal Section
Research Article
Publication Date
December 31, 2019
Submission Date
April 4, 2019
Acceptance Date
May 24, 2019
Published in Issue
Year 2019 Volume: 40 Number: 4