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Multi-Modality Medical Image Fusion Based on Wavelet Analysis and Quality Evaluation 被引量:3

Multi-Modality Medical Image Fusion Based on Wavelet Analysis and Quality Evaluation
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摘要 Multi-modality medical image fusion has more and more important applications in medical image analysis and understanding. In this paper, we develop and apply a multi-resolution method based on wavelet pyramid to fuse medical images from different modalities such as PET-MRI and CT-MRI. In particular, we evaluate the different fusion results when applying different selection rules and obtain optimum combination of fusion parameters. Multi-modality medical image fusion has more and more important applications in medical image analysis and understanding. In this paper, we develop and apply a multi-resolution method based on wavelet pyramid to fuse medical images from different modalities such as PET-MRI and CT-MRI. In particular, we evaluate the different fusion results when applying different selection rules and obtain optimum combination of fusion parameters.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2001年第1期42-48,共7页 系统工程与电子技术(英文版)
基金 the National Natural Science Foundation of China (No. 19675005).
关键词 Computer simulation Computerized tomography Image analysis Image quality Image understanding Magnetic resonance imaging Optical resolving power Computer simulation Computerized tomography Image analysis Image quality Image understanding Magnetic resonance imaging Optical resolving power
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参考文献3

  • 1Toet A.Image Fusion by a Ratio of Low-Pass Pyramid[].Pattern Recognition.1989
  • 2Clark J J,Yuille A L.Data Fusion for Sensory information Processing Systems[]..1990
  • 3Toet A.Multiscale Contrast Enhancement with Application to Image Fusion[].Optical Engineering.1992

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