Multimedia Information Extraction: Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance, and Authoring

Multimedia Information Extraction: Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance, and Authoring

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2012 · Anglais · Relié · 2 éditions
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Description

Mark T. Maybury explores the evolving landscape of multimedia information extraction, detailing the advancements in analyzing video, audio, and imagery. As consumers amass vast collections of digital content, the need for sophisticated techniques to search, mine, and extract relevant data from these resources becomes paramount. This work delves into innovative methodologies that enable efficient handling of multimedia assets, shedding light on the challenges and solutions associated with managing such expansive databases.

With a focus on real-world applications, the text illustrates how these technologies benefit sectors such as surveillance and content creation. Maybury emphasizes the importance of advanced algorithms and machine learning techniques in improving the accuracy and speed of multimedia analysis. By examining case studies and current technologies, he provides readers with a comprehensive understanding of how information extraction can enhance user experience and operational efficiency.

The book is not merely a technical manual; it invites readers to consider the broader implications of these advancements on society and privacy. It prompts critical thinking about ethical concerns, particularly in environments where surveillance plays a crucial role.

Overall, Maybury's insights into multimedia information extraction serve as a valuable resource for professionals and academics alike, encouraging them to engage with the rapidly changing world of digital media management.

Détails du livre

Format Relié
Pages 496 pages
Langue Anglais
Publié Sep 4, 2012
Éditeur Wiley-IEEE Computer Society Press
Édition 1
Éditions 2 éditions
ISBN-10 111811891X
ISBN-13 9781118118917

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