A Hybrid Medical Image Fusion Based on Undecimated and Complex Wavelet Transforms

Abstract

Image fusion is the process of merging different information from multiple images to obtain a single composite fused image. The fused image contains the most relevant information from source images. In this paper, a hybrid medical image fusion based on combined Undecimated Wavelet Transform (UDWT) and Dual-Tree Complex Wavelet Transform (DTCWT) is presented. The performance of the proposed method is evaluated with performance metrics like Entropy, Standard Deviation, Peak Signal to Noise Ratio and Edge-based Similarity Measure. Experimental results show that our proposed fusion method outperforms many existing methods.

Authors and Affiliations

J. Reena Benjamin, T. Jayasree

Keywords

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  • EP ID EP395189
  • DOI 10.9790/9622-0809050409.
  • Views 141
  • Downloads 0

How To Cite

J. Reena Benjamin, T. Jayasree (2018). A Hybrid Medical Image Fusion Based on Undecimated and Complex Wavelet Transforms. International Journal of engineering Research and Applications, 8(9), 4-9. https://europub.co.uk./articles/-A-395189