期刊
OPTICS COMMUNICATIONS
卷 284, 期 6, 页码 1540-1547出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.optcom.2010.11.048
关键词
Image fusion; MGA; Shear lets; Wavelets
类别
资金
- National Natural Science Funds of PR China [61072109, 60702063, 60804021, 60802084]
- Fundamental Research Funds for the Central Universities
- Science and Technology State of Xi'an [CXY1015(3)]
As a novel MGA (Multiscale Geometric Analysis) tool, shearlets are equipped with a rich mathematical structure similar to wavelets, which are associated to a multi-resolution analysis. Recently, shearlets have been used in image denoising. sparse image representation and edge detection. In this paper, as shearlet transform has the features of directionality, localization, anisotropy and multiscale, it is introduced into image fusion to obtain a fused image. The image could be decomposed by shearlet transform in any scale and any direction, and the detail information can be caught easily. Several different experiments are adopted to demonstrate that the fusion results based on shearlet transform contain more detail and smaller distortion information than any other methods does. Crown Copyright (C) 2010 Published by Elsevier B.V. All rights reserved.
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