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Video Coding - The Second Generation Approach (Hardcover, 1996 ed.)
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Video Coding - The Second Generation Approach (Hardcover, 1996 ed.)
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In recent years there has been an increasing interest in Second
Generation Image and Video Coding Techniques. These techniques
introduce new concepts from image analysis that greatly improve the
performance of the coding schemes for very high compression. This
interest has been further emphasized by the future MPEG 4 standard.
Second generation image and video coding techniques are the
ensemble of approaches proposing new and more efficient image
representations than the conventional canonical form. As a
consequence, the human visual system becomes a fundamental part of
the encoding/decoding chain. More insight to distinguish between
first and second generation can be gained if it is noticed that
image and video coding is basically carried out in two steps.
First, image data are converted into a sequence of messages and,
second, code words are assigned to the messages. Methods of the
first generation put the emphasis on the second step, whereas
methods of the second generation put it on the first step and use
available results for the second step. As a result of including the
human visual system, second generation can be also seen as an
approach of seeing the image composed by different entities called
objects. This implies that the image or sequence of images have
first to be analyzed and/or segmented in order to find the
entities. It is in this context that we have selected in this book
three main approaches as second generation video coding techniques:
Segmentation-based schemes Model Based Schemes Fractal Based
Schemes GBP/LISTGBP Video Coding: The Second Generation Approach is
an important introduction to the new coding techniques for video.
As such, all researchers, students and practitioners working in
image processing will find this book of interest.
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