Title :
Efficient implementation of accurate geometric transformations for 2-D and 3-D image processing
Author :
Dooley, Saul R. ; Stewart, Robert W. ; Durrani, Tariq S. ; Setarehdan, S. Kamal ; Soraghan, John J.
Author_Institution :
Philips Res. Labs., Surrey, UK
Abstract :
This paper proposes the use of a polynomial interpolator structure (based on Horner´s scheme) which is efficiently realizable in hardware, for high-quality geometric transformation of two- and three-dimensional images. Polynomial-based interpolators such as cubic B-splines and optimal interpolators of shortest support are shown to be exactly implementable in the Horner structure framework. This structure suggests a hardware/software partition which can lead to efficient implementations for multidimensional interpolation.
Keywords :
image processing; interpolation; multidimensional signal processing; splines (mathematics); 3D image processing; Horner structure framework; accurate geometric transformation; cubic-B-splines; hardware partition; multidimensional interpolation; polynomial interpolator structure; software partition; Application software; Biomedical imaging; Hardware; Image processing; Image registration; Interpolation; Magnetic resonance imaging; Multidimensional systems; Polynomials; Spline; Algorithms; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2004.828438