1 October 2007 Enlargement and reduction of image/video via discrete cosine transform pair, part 1: novel three-dimensional discrete cosine transform and enlargement
Author Affiliations +
J. of Electronic Imaging, 16(4), 043006 (2007). doi:10.1117/1.2804710
Abstract
We propose novel matrix-form representations of the conventional forward three-dimensional (3-D) discrete cosine transform (DCT) and the inverse 3-D DCT. The pair of the computationally efficient 3-D DCTs causes the formulation to be more concise with a systematic structure, which has a high potential for the development of other applications via the 3-D DCT pair. Applications for enlargement of image/video implemented by the DCT pair are also presented. These new algorithms effectively eliminate ripple and blocky effects and maintain the original characteristic. Moreover, due to the essentially even-function property of the DCT, the proposed enlargement of an image demonstrates the desired symmetric property. As a result, they can also find numerous applications in image processing and video coding. Simulation results show that proposed mechanisms enable good performance for scaling algorithms of sequences, images, and videos, as expected.
Shu-Mei Guo, Chen-Bang Li, Chia-Wei Chen, Yueh-Ching Liao, Jason Sheng-Hong Tsai, "Enlargement and reduction of image/video via discrete cosine transform pair, part 1: novel three-dimensional discrete cosine transform and enlargement," Journal of Electronic Imaging 16(4), 043006 (1 October 2007). http://dx.doi.org/10.1117/1.2804710
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KEYWORDS
3D image processing

Video

Radon

Convolution

Image processing

Image quality

Image segmentation

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