Abstract:
Analyzes B-spline interpolation techniques of degree 2, 4, and 5 with respect to all criteria that have been applied to evaluate various interpolation schemes in a recent...Show MoreMetadata
Abstract:
Analyzes B-spline interpolation techniques of degree 2, 4, and 5 with respect to all criteria that have been applied to evaluate various interpolation schemes in a recently published survey on image interpolation in medical imaging (Lehmann et al., 1999). It is shown that high-degree B-spline interpolation has superior Fourier properties, smallest interpolation error, and reasonable computing times. Therefore, high-degree B-splines are preferable interpolators for numerous applications in medical image processing, particularly if high precision is required. If no aliasing occurs, this result neither depends on the geometric transform applied for the tests nor the actual content of images.
Published in: IEEE Transactions on Medical Imaging ( Volume: 20, Issue: 7, July 2001)
DOI: 10.1109/42.932749
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- IEEE Keywords
- Index Terms
- Medical Imaging ,
- Medical Image Processing ,
- B-spline Interpolation ,
- Interpolation Scheme ,
- Image Processing Applications ,
- Interpolation Error ,
- Quantitative Analysis ,
- Magnetic Resonance Imaging ,
- Aspect Ratio ,
- Frequency Response ,
- Exponential Decay ,
- Linear Interpolation ,
- Interpolation Method ,
- Fourier Analysis ,
- Sidelobe ,
- Spline Interpolation ,
- Nearest Neighbor Interpolation ,
- Normalized Cross-correlation ,
- Infinite Impulse Response ,
- Perspective Transformation ,
- Sinc Interpolation ,
- Polynomial Spline
- MeSH Terms
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Medical Imaging ,
- Medical Image Processing ,
- B-spline Interpolation ,
- Interpolation Scheme ,
- Image Processing Applications ,
- Interpolation Error ,
- Quantitative Analysis ,
- Magnetic Resonance Imaging ,
- Aspect Ratio ,
- Frequency Response ,
- Exponential Decay ,
- Linear Interpolation ,
- Interpolation Method ,
- Fourier Analysis ,
- Sidelobe ,
- Spline Interpolation ,
- Nearest Neighbor Interpolation ,
- Normalized Cross-correlation ,
- Infinite Impulse Response ,
- Perspective Transformation ,
- Sinc Interpolation ,
- Polynomial Spline
- MeSH Terms