Machine Learning Techniques for Multimedia

Name: Machine Learning Techniques for Multimedia
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540751700
Price: 149.91 EUR
Availability: InStock

Case Studies on Organization and Retrieval

Autor: Matthieu Cord, Pádraig Cunningham

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Processing multimedia content has emerged as a key area for the application of machine learning tech...

Informácie o knihe

Autor

Matthieu Cord, Pádraig Cunningham

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2008

Stránok

289

EAN

9783540751700

ISBN

354075170X

Enbook ID

01569267

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

652

Rozmery

155 x 235 x 21

Kompletný popis

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Applying machine learning techniques to multimedia content involves special considerations the data is typically of very high dimension, and the normal distinction between supervised and unsupervised techniques does not always apply. §This book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain. Arising from the EU MUSCLE network, a program that drew together multidisciplinary teams with expertise in machine learning, pattern recognition, artificial intelligence, and image, video, text and crossmedia processing, the book first introduces the machine learning principles and techniques that are applied in multimedia data processing and analysis. The second part focuses on multimedia data processing applications, with chapters examining specific machine learning issues in domains such as image retrieval, biometrics, semantic labelling, mobile devices, and mining in text and music.§This book will be suitable for practitioners, researchers and students engaged with machine learning in multimedia applications.

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Machine Learning Techniques for Multimedia

Case Studies on Organization and Retrieval

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