کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
563573 875507 2011 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A tutorial overview on the properties of the discrete cosine transform for encoded image and video processing
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
A tutorial overview on the properties of the discrete cosine transform for encoded image and video processing
چکیده انگلیسی

Discrete trigonometric transforms, such as the discrete cosine transform (DCT) and the discrete sine transform (DST), have been extensively used in signal processing for transform-based coding. The even type-II DCT, used in image and video coding, became specially popular to decorrelate the pixel data and minimize the spatial redundancy. Albeit this DCT tends to be the most often used, it integrates a broader family of transforms composed of eight DCTs and eight DSTs. However, even though most applications require little knowledge more than the actual DCT definition and its inverse, it is often widely regarded that the implementation of more complex operations on transformed data sequences (transcoding) requires a more in-depth knowledge about its precise definitions and formal mathematical properties. One of such relations is the multiplication-convolution property, often required to implement more specific and complex manipulations. Considering that such information is still spread into several documents and manuscripts, the main purpose of this article is to provide a broad set of practical and useful information in a single and self-contained source, embracing a wide range of definitions and properties related to the DCT and DST families, with a special emphasis on its application to image and video processing.


► DCT is extensively used in image and video coding and transcoding applications.
► Type-II DCT decorrelates the pixel data and minimizes the spatial redundancy.
► DCT integrates a broader family of transforms composed of eight DCTs and eight DSTs.
► Some specific and complex manipulations use the multiplication-convolution property.
► We provide the main definitions and mathematical properties related to DCT and DST.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 91, Issue 11, November 2011, Pages 2443–2464
نویسندگان
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