TY  - JOUR
AU  - Al-Helali, Adnan Hadi M. 
AU  - Ali, Hamza A. 
AU  - Al-Dulaimi, Buthainah 
AU  - Alzubaydi, Dhia 
AU  - Mahmmoud, Walid A. 
PY  - 2009
TI  - Slantlet Transform for Multispectral Image Fusion
JF  - Journal of Computer Science
VL  - 5
IS  - 4
DO  - 10.3844/jcssp.2009.263.269
UR  - https://thescipub.com/abstract/jcssp.2009.263.269
AB  - Problem statement: Image fusion is a process by which multispectral and panchromatic images, or some of their features, are combined together to form a high spatial/high spectral resolutions image. The successful fusion of images acquired from different modalities or instruments is a great importance issue in remote sensing applications. Approach: A new method of image fusion was introduced. It was based on a hybrid transform, which is an extension of Ridgelet transform. It used the slantlet transform instead of wavelet transform in the final steps of Ridgelet transform. The slantlet transform was an orthogonal discrete wavelet transform with two zero moments and with improved time localization. Results: Since edges and noise played fundamental role in image understanding, this hybrid transform was proved to be good way to enhance the edges and reduce the noise. Conclusion: The proposed method of fusion presented richer information in spatial and spectral domains simultaneously as well as it had reached an optimum fusion result.