COPYRIGHT YEAR

2015

AUTHORS

Francesco Camastra, Alessandro Vinciarelli

TYPE

Graduate/advanced undergraduate textbook

TITLE

Machine Learning for Audio, Image and Video Analysis

DESCRIPTION

Presents techniques for extracting features from audio recordings, images and videosProvides the mathematical background required to use the techniques describedCovers the most important machine learning techniques for classification, clustering and sequence analysis

PUBLISHER

Springer London

BOOK (manifestation)

  • Book: 978-1-4471-6734-1 (Book)
  • Book: 978-1-4471-6735-8 (eBook)

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    23 TRIPLES      18 PREDICATES      24 URIs      13 LITERALS

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    6 sg:description <p>Presents techniques for extracting features from audio recordings, images and videos</p><p>Provides the mathematical background required to use the techniques described</p><p>Covers the most important machine learning techniques for classification, clustering and sequence analysis</p>
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    19 sg:scigraphId 56e295dd718dd8fcb5c137499156adc4
    20 sg:subtitle Theory and Applications
    21 sg:title Machine Learning for Audio, Image and Video Analysis
    22 rdf:type sg:BookEdition
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