Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications
Visual information is one of the richest and most bandwidth-consuming modes of communication. To meet the requirements of emerging applications, powerful data compression and transmission techniques are required to achieve highly efficient communication, even in the presence of growing communication...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Philadelphia, PA
Auerbach Publications
2014
|
| Ausgabe: | 1st ed. |
| Schriftenreihe: | Multimedia Computing, Communication and Intelligence Ser
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781482234138/?ar |
| Zusammenfassung: | Visual information is one of the richest and most bandwidth-consuming modes of communication. To meet the requirements of emerging applications, powerful data compression and transmission techniques are required to achieve highly efficient communication, even in the presence of growing communication channels that offer increased bandwidth. Presenting the results of the author's years of research on visual data compression and transmission, Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications provides a theoretical and technical basis for advanced research on visual data compression and communication. The book studies the drifting problem in scalable video coding, analyzes the reasons causing the problem, and proposes various solutions to the problem. It explores the author's Barbell-based lifting coding scheme that has been adopted as common software by MPEG. It also proposes a unified framework for deriving a directional transform from the nondirectional counterpart. The structure of the framework and the statistic distribution of coefficients are similar to those of the nondirectional transforms, which facilitates subsequent entropy coding. Exploring the visual correlation that exists in media, the text extends the current coding framework from different aspects, including advanced image synthesis-from description and reconstruction to organizing correlated images as a pseudo sequence. It explains how to apply compressive sensing to solve the data compression problem during transmission and covers novel research on compressive sensor data gathering, random projection codes, and compressive modulation. For analog and digital transmission technologies, the book develops the pseudo-analog transmission for media and explores cutting-edge research on distributed pseudo-analog transmission, denoising in. Pseudo-analog transmission, and supporting MIMO. It concludes by considering emerging developments of information theory for future applications. |
| Beschreibung: | Includes bibliographical references and index. - Description based on publisher supplied metadata and other sources |
| Umfang: | 1 Online-Ressource (499 Seiten). |
| ISBN: | 9781482234152 1482234157 9781482234138 |
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| spelling | Wu, Feng VerfasserIn aut Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications 1st ed. Philadelphia, PA Auerbach Publications 2014 ©2014 1 Online-Ressource (499 Seiten). Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Multimedia Computing, Communication and Intelligence Ser Includes bibliographical references and index. - Description based on publisher supplied metadata and other sources Visual information is one of the richest and most bandwidth-consuming modes of communication. To meet the requirements of emerging applications, powerful data compression and transmission techniques are required to achieve highly efficient communication, even in the presence of growing communication channels that offer increased bandwidth. Presenting the results of the author's years of research on visual data compression and transmission, Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications provides a theoretical and technical basis for advanced research on visual data compression and communication. The book studies the drifting problem in scalable video coding, analyzes the reasons causing the problem, and proposes various solutions to the problem. It explores the author's Barbell-based lifting coding scheme that has been adopted as common software by MPEG. It also proposes a unified framework for deriving a directional transform from the nondirectional counterpart. The structure of the framework and the statistic distribution of coefficients are similar to those of the nondirectional transforms, which facilitates subsequent entropy coding. Exploring the visual correlation that exists in media, the text extends the current coding framework from different aspects, including advanced image synthesis-from description and reconstruction to organizing correlated images as a pseudo sequence. It explains how to apply compressive sensing to solve the data compression problem during transmission and covers novel research on compressive sensor data gathering, random projection codes, and compressive modulation. For analog and digital transmission technologies, the book develops the pseudo-analog transmission for media and explores cutting-edge research on distributed pseudo-analog transmission, denoising in. Pseudo-analog transmission, and supporting MIMO. It concludes by considering emerging developments of information theory for future applications. Image compression Compression d'images 9781482234138 Erscheint auch als Druck-Ausgabe 9781482234138 |
| spellingShingle | Wu, Feng Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications Image compression Compression d'images |
| title | Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications |
| title_auth | Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications |
| title_exact_search | Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications |
| title_full | Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications |
| title_fullStr | Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications |
| title_full_unstemmed | Advances in Visual Data Compression and Communication Meeting the Requirements of New Applications |
| title_short | Advances in Visual Data Compression and Communication |
| title_sort | advances in visual data compression and communication meeting the requirements of new applications |
| title_sub | Meeting the Requirements of New Applications |
| topic | Image compression Compression d'images |
| topic_facet | Image compression Compression d'images |
| work_keys_str_mv | AT wufeng advancesinvisualdatacompressionandcommunicationmeetingtherequirementsofnewapplications |