Parametric and Nonparametric Techniques in Medical Image De noising and Restoration

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  • Publisher : Academic Press
  • Release : 15 September 2022
  • ISBN : 0323898181
  • Page : 160 pages
  • Rating : 4.5/5 from 103 voters

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Despite advancements in medical imaging modalities, build-up of noise and distortion is still an issue faced by users of medical imaging technology. Consequently, de-noising procedures are developed to preserve the quality of the textured image by removing the noise encountered. Parametric and Nonparametric Techniques in Medical Image De-noising and Restoration explores the different medical image de-noising techniques for medical image quality enhancement. It introduces soft computing and optimization techniques and reports on the challenges of medical image denoising, also highlighting artifacts and noise sources in different imaging modalities and discussing performance evaluation metrics. This is a key reference for anyone involved in medical imaging who is looking to learn about both the parametric and non-parametric approaches available and apply them to their own work and research. Explores the types of denoising and restoration with different noise sources of each medical modality Emphasizes the different approaches of denoising and restoration, including parametric and nonparametric techniques Provides applied examples of medical image denoising

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Parametric and Nonparametric Techniques in Medical Image De-noising and Restoration

Parametric and Nonparametric Techniques in Medical Image De-noising and Restoration
  • Author : Amira S. Ashour,Nilanjan Dey
  • Publisher : Academic Press
  • Release Date : 2022-09-15
  • ISBN : 0323898181
GET THIS BOOKParametric and Nonparametric Techniques in Medical Image De-noising and Restoration

Despite advancements in medical imaging modalities, build-up of noise and distortion is still an issue faced by users of medical imaging technology. Consequently, de-noising procedures are developed to preserve the quality of the textured image by removing the noise encountered. Parametric and Nonparametric Techniques in Medical Image De-noising and Restoration explores the different medical image de-noising techniques for medical image quality enhancement. It introduces soft computing and optimization techniques and reports on the challenges of medical image denoising, also highlighting

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GET THIS BOOKAdvanced Topics on Computer Vision, Control and Robotics in Mechatronics

The field of mechatronics (which is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes) is gaining much attention in industries and academics. It was detected that the topics of computer vision, control and robotics are imperative for the successful of mechatronics systems. This book includes several chapters which report successful study cases about computer vision, control and robotics. The readers will have the latest information related to mechatronics,

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