Title :
Bottleneck-free separable affine image warping
Author :
Owen, Charles B. ; Makedon, Fillia
Author_Institution :
Exp. Visualization Lab., Dartmouth Coll., Hanover, NH, USA
Abstract :
This paper presents a decomposition of the affine transformation matrix into three matrix operations consisting of only skew and scaling in a single dimension. This decomposition allows the presentation of a new algorithm for separable affine image warping. The algorithm is a three-pass approach incorporating only scaling, translation, and skew in a single dimension in each pass. The three-pass approach prevents the problem of decreased image resolution in intermediate images. The result is an algorithm with improved resulting image quality in conjunction with higher performance
Keywords :
image resolution; image sampling; matrix decomposition; transforms; affine transformation matrix decomposition; algorithm; bottleneck-free separable affine image warping; image quality; image resampling; image resolution; intermediate images; matrix operations; performance; scaling; skew; three-pass approach; translation; Educational institutions; Filters; Image quality; Image resolution; Image sampling; Interpolation; Kernel; Laboratories; Matrix decomposition; Visualization;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.648005