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논문검색

SNR Controlled Anisotropic Diffusion for Rician Noise Reduction in MR Images

초록

영어

To alleviate excessive smoothing of high signal-to-noise ratio(SNR) regions which are correspond to the structural features of MR images by using classical anisotropic diffusion (AD) filter a novel AD filter called SNR controlled anisotropic diffusion is proposed. In this filter, an adaptive diffusivity function which is based on the correction factor of MR images was constructed. This adaptive diffusivity function of the proposed filter could control smoothing speed in terms of varying of SNR values in space and time scale until smoothing stop. The experimental results verify the effectiveness of novel AD filter.

목차

Abstract
 1. Introduction
 2. Method
  2.1. Correction Factor
  2.2. Proposed Model
 3. Experimental Results
 4. Conclusion
 Acknowledgments
 References

저자정보

  • Yong Chen Faculty of Information Engineering and Automation, KunMing University of Science and Technology, KunMing, China
  • Sanli Yi Faculty of Information Engineering and Automation, KunMing University of Science and Technology, KunMing, China
  • Jianfeng He Faculty of Information Engineering and Automation, KunMing University of Science and Technology, KunMing, China

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