By Feng Wu

ISBN-10: 1482234157

ISBN-13: 9781482234152

Visible details is likely one of the richest and so much bandwidth-consuming modes of conversation. to satisfy the necessities of rising functions, strong facts compression and transmission thoughts are required to accomplish hugely effective verbal exchange, even within the presence of growing to be communique channels that provide elevated bandwidth.

Presenting the result of the author’s years of study on visible information compression and transmission, Advances in visible information Compression and verbal exchange: assembly the necessities of recent purposes offers a theoretical and technical foundation for complex study on visible info compression and communication.

The ebook reviews the drifting challenge in scalable video coding, analyzes the explanations inflicting the matter, and proposes a variety of suggestions to the matter. It explores the author’s Barbell-based lifting coding scheme that has been followed as universal software program via MPEG. It additionally proposes a unified framework for deriving a directional rework from the nondirectional counterpart. The constitution of the framework and the statistic distribution of coefficients are just like these of the nondirectional transforms, which enables next entropy coding.

Exploring the visible correlation that exists in media, the textual content extends the present coding framework from varied elements, together with complex photo synthesis—from description and reconstruction to organizing correlated pictures as a pseudo series. It explains the right way to practice compressive sensing to resolve the information compression challenge in the course of transmission and covers novel learn on compressive sensor information accumulating, random projection codes, and compressive modulation.

For analog and electronic transmission applied sciences, the publication develops the pseudo-analog transmission for media and explores state of the art learn on dispensed pseudo-analog transmission, denoising in pseudo-analog transmission, and helping MIMO. It concludes through contemplating rising advancements of data thought for destiny purposes.

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Extra resources for Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications

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The above procedure depends on a model for which we can easily compute p(sn ). d. 24) i=1 and the Markov source, where n p(sn ) = p(s1 ) ∏ p(si | si−1 ). 25) i=2 In both cases, we can easily calculate p(sn sn+1 ) from p(sn ). Note that it is not essential that the probabilities used in the encoding be equal to the true distribution of the source. In some cases, such as in image and video compression, it is difficult to describe a true distribution for the source. Even then, it is possible to apply the above arithmetic coding procedure.

Transform is the 8 × 8 DCT. 261 designed 32 different quantizers. One quantizer with a step size of 8 is reserved for the intra DCT coefficients. The other 31 quantizers with a step size of an even value between 2 and 62 are used for other coefficients. In entropy coding, the 20 most commonly occurring (run, level) symbols are coded with a single VLC. All other combinations are coded with a 20-bit codeword, made up of a 6-bit escape code, a 6-bit run, and an 8-bit level. 261 uses a loop filter.

48) ✐ ✐ ✐ ✐ ✐ ✐ ✐ ✐ 16 1 Information Theory We can calculate the information capacity as follows. 49) since Z is independent of Y . Now, h(Z) = 1/2 log 2πeσ 2 . 50) since Y and Z are independent and EZ = 0. Given EYˆ 2 = P + σ 2 , the entropy of Yˆ is bounded by 1/2 log 2πe(P + σ 2 ) because the normal maximizes the entropy for a given variance. Applying this result to bound the mutual information, we obtain I(Y ; Yˆ ) = h(Yˆ ) − h(Z), 1 1 ≤ log 2πe(P + σ 2 ) − log 2πeσ 2 , 2 2 1 P = log(1 + 2 ).

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Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications by Feng Wu

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