Title :
Two dimensional interpolation of real sequences using the DCT
Author_Institution :
La Trobe Univ., Bundoora, Vic., Australia
Abstract :
The conventional discrete cosine transform (DCT) is used to perform two-dimensional (2-D) interpolation of real sequences. It is shown that with a suitable modification of the DCT multiplying coefficients, alias-free image interpolation is achieved. The algorithm is suitable for video signal decimation and interpolation. The normalised mean square error decreases as the size of the interpolated sequence increases. Accurate image interpolation without aliasing, blocking or snowing is achieved. Extension of the algorithm to three and higher dimensions is given.
Keywords :
discrete cosine transforms; image sequences; interpolation; video signals; 2D interpolation; alias-free image interpolation; discrete cosine transform; interpolated sequence; multiplying coefficients; normalised mean square error; real sequences; video signal decimation;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19930137