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- W2292956054 abstract "Image Fusion has been widely used for medical images to improve diagnosis accuracy and time by providing medical personnel with more comprehensive picture of the patient condition, where a single modality cannot provide. In this work, we explore image fusion using Empirical Mode Decomposition (EMD) for medical imaging purposes. In particular, we use Bidimensional Empirical Mode Decomposition (BEMD) to analyze Magnetic Resonance (MRI) and Computed Tomography (CT) Images and fuse the generated Bidimensional Intrinsic Mode Functions (BIMFs) using simple fusion rules. BEMD is particularly useful for medical images since the fused images are, in general, anatomically consistent. Thus, BEMD is more likely to yield homogeneous BIMFs, which in turn are easy to fuse computationally. Results of BEMD-based fusion are reported and compared with two other fusion techniques: Curvelet Fusion and Wavelet Fusion. Performance of BEMD is evaluated using perceived quality as well as using three popular image fusion quality metrics; namely, Peak Signal-to-noise Ratio (PSNR), Structure Similarity Index Metric (SSIM), and Mutual Information parameter (MI)." @default.
- W2292956054 created "2016-06-24" @default.
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- W2292956054 date "2015-12-01" @default.
- W2292956054 modified "2023-09-27" @default.
- W2292956054 title "Magnetic resonance and computed tomography image fusion using bidimensional empirical mode decomposition" @default.
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- W2292956054 doi "https://doi.org/10.1109/globalsip.2015.7418228" @default.
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